{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Synthetic Radiographs with Custom Source Profiles"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "[Tracker]: ../../api/plasmapy.diagnostics.charged_particle_radiography.synthetic_radiography.Tracker.rst#plasmapy.diagnostics.charged_particle_radiography.synthetic_radiography.Tracker\n",
    "\n",
    "In real charged particle radiography experiments, the finite size and distribution of the particle source limits the resolution of the radiograph. Some realistic sources produce particles with a non-uniform angular distribution that then superimposes a large scale \"source profile\" on the radiograph. For these reasons, the \n",
    "[Tracker] particle tracing class allows users to specify their own initial particle positions and velocities. This example will demonstrate how to use this functionality to create a more realistic synthetic radiograph that includes the effects from a non-uniform, finite source profile."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import warnings\n",
    "\n",
    "import astropy.units as u\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "\n",
    "from plasmapy.diagnostics.charged_particle_radiography import (\n",
    "    synthetic_radiography as cpr,\n",
    ")\n",
    "from plasmapy.formulary.mathematics import rot_a_to_b\n",
    "from plasmapy.particles import Particle\n",
    "from plasmapy.plasma.grids import CartesianGrid"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Contents\n",
    "\n",
    "1. [Creating Particles](#Creating-Particles)\n",
    "    1. [Creating the Initial Particle Velocities](#Creating-the-Initial-Particle-Velocities)\n",
    "    1. [Creating the Initial Particle Positions](#Creating-the-Initial-Particle-Positions)\n",
    "1. [Creating a Synthetic Radiograph](#Creating-a-Synthetic-Radiograph)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Creating Particles"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "In this example we will create a source of 1e5 protons with a 5% variance in energy, a non-uniform angular velocity distribution, and a finite size."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "nparticles = 1e5\n",
    "particle = Particle(\"p+\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We will choose a setup in which the source-detector axis is parallel to the $y$-axis."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "# define location of source and detector plane\n",
    "source = (0 * u.mm, -10 * u.mm, 0 * u.mm)\n",
    "detector = (0 * u.mm, 100 * u.mm, 0 * u.mm)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Creating the Initial Particle Velocities"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We will create the source distribution by utilizing the method of separation of variables,\n",
    "\n",
    "$$f(v, \\theta, \\phi)=u(v)g(\\theta)h(\\phi)$$\n",
    "\n",
    "and separately define the distribution component for each independent variable, $u(v)$, $g(\\theta)$, and $h(\\phi)$.  For geometric convenience, we will generate the velocity vector distribution around the $z$-axis and then rotate the final velocities to be parallel to the source-detector axis (in this case the $y$-axis).\n",
    "\n",
    "<img src=\"proton_radiography_source_profile_setup_graphic.png\">\n",
    "\n",
    "\n",
    "First we will create the orientation angles polar ($\\theta$) and azimuthal ($\\phi$) for each particle. Generating $\\phi$ is simple: we will choose the azimuthal angles to just be uniformly distributed"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "phi = np.random.uniform(high=2 * np.pi, size=int(nparticles))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "However, choosing $\\theta$ is more complicated. Since the solid angle $d\\Omega = sin \\theta d\\theta d\\phi$, if we draw a uniform distribution of $\\theta$ we will create a non-uniform distribution of particles in solid angle. This will create a sharp central peak on the detector plane."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "theta = np.random.uniform(high=np.pi / 2, size=int(nparticles))\n",
    "\n",
    "fig, ax = plt.subplots(figsize=(6, 6))\n",
    "theta_per_sa, bins = np.histogram(theta, bins=100, weights=1 / np.sin(theta))\n",
    "ax.set_xlabel(\"$\\\\theta$ (rad)\", fontsize=14)\n",
    "ax.set_ylabel(\"N/N$_0$ per  d$\\\\Omega$\", fontsize=14)\n",
    "ax.plot(bins[1:], theta_per_sa / np.sum(theta_per_sa))\n",
    "ax.set_title(f\"N$_0$ = {nparticles:.0e}\", fontsize=14)\n",
    "ax.set_yscale(\"log\")\n",
    "ax.set_xlim(0, np.pi / 2)\n",
    "ax.set_ylim(None, 1);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "[np.random.choice()]: https://numpy.org/doc/stable/reference/random/generated/numpy.random.choice.html\n",
    "\n",
    "To create a uniform distribution in solid angle, we need to draw values of $\\theta$ with a probability distribution weighted by $\\sin \\theta$. This can be done using the [np.random.choice()] function, which draws `size` elements from a distribution `arg` with a probability distribution `prob`. Setting the `replace` keyword allows the same arguments to be drawn multiple times."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "arg = np.linspace(0, np.pi / 2, num=int(1e5))\n",
    "prob = np.sin(arg)\n",
    "prob *= 1 / np.sum(prob)\n",
    "theta = np.random.choice(arg, size=int(nparticles), replace=True, p=prob)\n",
    "\n",
    "fig, ax = plt.subplots(figsize=(6, 6))\n",
    "theta_per_sa, bins = np.histogram(theta, bins=100, weights=1 / np.sin(theta))\n",
    "ax.plot(bins[1:], theta_per_sa / np.sum(theta_per_sa))\n",
    "ax.set_xlabel(\"$\\\\theta$ (rad)\", fontsize=14)\n",
    "ax.set_ylabel(\"N/N$_0$ per  d$\\\\Omega$\", fontsize=14)\n",
    "ax.set_title(f\"N$_0$ = {nparticles:.0e}\", fontsize=14)\n",
    "ax.set_yscale(\"log\")\n",
    "ax.set_xlim(0, np.pi / 2)\n",
    "ax.set_ylim(None, 0.1);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "[np.random.choice()]: https://numpy.org/doc/stable/reference/random/generated/numpy.random.choice.html\n",
    "[create_particles()]: ../../api/plasmapy.diagnostics.charged_particle_radiography.synthetic_radiography.Tracker.rst#plasmapy.diagnostics.charged_particle_radiography.synthetic_radiography.Tracker.create_particles\n",
    "\n",
    "Now that we have a $\\theta$ distribution that is uniform in solid angle, we can perturb it by adding additional factors to the probability distribution used in [np.random.choice()]. For this case, let's create a Gaussian distribution in solid angle.\n",
    "\n",
    "Since particles moving at large angles will not be seen in the synthetic radiograph, we will set an upper bound $\\theta_{max}$ on the argument here. This is equivalent to setting the `max_theta` keyword in [create_particles()]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "arg = np.linspace(0, np.pi / 8, num=int(1e5))\n",
    "prob = np.sin(arg) * np.exp(-(arg**2) / 0.1**2)\n",
    "prob *= 1 / np.sum(prob)\n",
    "theta = np.random.choice(arg, size=int(nparticles), replace=True, p=prob)\n",
    "\n",
    "fig, ax = plt.subplots(figsize=(6, 6))\n",
    "theta_per_sa, bins = np.histogram(theta, bins=100, weights=1 / np.sin(theta))\n",
    "ax.plot(bins[1:], theta_per_sa / np.sum(theta_per_sa))\n",
    "ax.set_title(f\"N$_0$ = {nparticles:.0e}\", fontsize=14)\n",
    "ax.set_xlabel(\"$\\\\theta$ (rad)\", fontsize=14)\n",
    "ax.set_ylabel(\"N/N$_0$ per  d$\\\\Omega$\", fontsize=14)\n",
    "ax.set_yscale(\"log\")\n",
    "ax.set_xlim(0, np.pi / 2)\n",
    "ax.set_ylim(None, 1);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now that the angular distributions are done, we will determine the energy (speed) for each particle. For this example, we will assume that the particle energy distribution is not a function of angle. We will create a Gaussian distribution of speeds with ~5% variance centered on a particle energy of 15 MeV."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "v_cent = np.sqrt(2 * 15 * u.MeV / particle.mass).to(u.m / u.s).value\n",
    "v0 = np.random.normal(loc=v_cent, scale=1e6, size=int(nparticles))\n",
    "v0 *= u.m / u.s\n",
    "\n",
    "fig, ax = plt.subplots(figsize=(6, 6))\n",
    "v_per_bin, bins = np.histogram(v0.si.value, bins=100)\n",
    "ax.plot(bins[1:], v_per_bin / np.sum(v_per_bin))\n",
    "ax.set_title(f\"N$_0$ = {nparticles:.0e}\", fontsize=14)\n",
    "ax.set_xlabel(\"v0 (m/s)\", fontsize=14)\n",
    "ax.set_ylabel(\"N/N$_0$\", fontsize=14)\n",
    "ax.axvline(x=1.05 * v_cent, label=\"+5%\", color=\"C1\")\n",
    "ax.axvline(x=0.95 * v_cent, label=\"-5%\", color=\"C2\")\n",
    "ax.legend(fontsize=14, loc=\"upper right\");"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Next, we will construct velocity vectors centered around the z-axis for each particle."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "vel = np.zeros([int(nparticles), 3]) * u.m / u.s\n",
    "vel[:, 0] = v0 * np.sin(theta) * np.cos(phi)\n",
    "vel[:, 1] = v0 * np.sin(theta) * np.sin(phi)\n",
    "vel[:, 2] = v0 * np.cos(theta)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "[rot_a_to_b()]: ../../api/plasmapy.formulary.mathematics.rot_a_to_b.rst#plasmapy.formulary.mathematics.rot_a_to_b\n",
    "\n",
    "Finally, we will use the function [rot_a_to_b()] to create a rotation matrix that will rotate the `vel` distribution so the distribution is centered about the $y$ axis instead of the $z$ axis."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "a = np.array([0, 0, 1])\n",
    "b = np.array([0, 1, 0])\n",
    "R = rot_a_to_b(a, b)\n",
    "vel = np.matmul(vel, R)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Since the velocity vector distribution should be symmetric about the $y$ axis, we can confirm this by checking that the normalized average velocity vector is close to the $y$ unit vector."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[-1.56950008e-04  9.99999983e-01  9.68603269e-05]\n"
     ]
    }
   ],
   "source": [
    "avg_v = np.mean(vel, axis=0)\n",
    "print(avg_v / np.linalg.norm(avg_v))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Creating the Initial Particle Positions"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "For this example, we will create an initial position distribution representing a laser spot centered on the source location defined above as `source`. The distribution will be cylindrical (oriented along the $y$-axis) with a uniform distribution in y and a Gaussian distribution in radius (in the xz plane). We therefore need to create distributions in $y$, $\\theta$, and $r$, and then transform those into Cartesian positions.\n",
    "\n",
    "Just as we previously weighted the $\\theta$ distribution with a $sin \\theta$ probability distribution to generate a uniform distribution in solid angle, we need to weight the $r$ distribution with a $r$ probability distribution so that the particles are uniformly distributed over the area of the disk."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1200x600 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "dy = 300 * u.um\n",
    "y = np.random.uniform(\n",
    "    low=(source[1] - dy).to(u.m).value,\n",
    "    high=(source[1] + dy).to(u.m).value,\n",
    "    size=int(nparticles),\n",
    ")\n",
    "\n",
    "arg = np.linspace(1e-9, 1e-3, num=int(1e5))\n",
    "prob = arg * np.exp(-((arg / 3e-4) ** 2))\n",
    "prob *= 1 / np.sum(prob)\n",
    "r = np.random.choice(arg, size=int(nparticles), replace=True, p=prob)\n",
    "\n",
    "\n",
    "theta = np.random.uniform(low=0, high=2 * np.pi, size=int(nparticles))\n",
    "\n",
    "x = r * np.cos(theta)\n",
    "z = r * np.sin(theta)\n",
    "\n",
    "hist, xpos, zpos = np.histogram2d(\n",
    "    x * 1e6, z * 1e6, bins=[100, 100], range=np.array([[-5e2, 5e2], [-5e2, 5e2]])\n",
    ")\n",
    "\n",
    "hist2, xpos2, ypos = np.histogram2d(\n",
    "    x * 1e6,\n",
    "    (y - source[1].to(u.m).value) * 1e6,\n",
    "    bins=[100, 100],\n",
    "    range=np.array([[-5e2, 5e2], [-5e2, 5e2]]),\n",
    ")\n",
    "\n",
    "fig, ax = plt.subplots(ncols=2, figsize=(12, 6))\n",
    "fig.subplots_adjust(wspace=0.3, right=0.8)\n",
    "fig.suptitle(\"Initial Particle Position Distribution\", fontsize=14)\n",
    "vmax = np.max([np.max(hist), np.max(hist2)])\n",
    "\n",
    "p1 = ax[0].pcolormesh(xpos, zpos, hist.T, vmax=vmax)\n",
    "ax[0].set_xlabel(\"x ($\\\\mu m$)\", fontsize=14)\n",
    "ax[0].set_ylabel(\"z ($\\\\mu m$)\", fontsize=14)\n",
    "ax[0].set_aspect(\"equal\")\n",
    "\n",
    "p2 = ax[1].pcolormesh(xpos2, ypos, hist2.T, vmax=vmax)\n",
    "ax[1].set_xlabel(\"x ($\\\\mu m$)\", fontsize=14)\n",
    "ax[1].set_ylabel(\"y - $y_0$ ($\\\\mu m$)\", fontsize=14)\n",
    "ax[1].set_aspect(\"equal\")\n",
    "\n",
    "cbar_ax = fig.add_axes([0.85, 0.2, 0.03, 0.6])\n",
    "cbar_ax.set_title(\"# Particles\")\n",
    "fig.colorbar(p2, cax=cbar_ax);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Finally we will combine these position arrays into an array with units."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "pos = np.zeros([int(nparticles), 3]) * u.m\n",
    "pos[:, 0] = x * u.m\n",
    "pos[:, 1] = y * u.m\n",
    "pos[:, 2] = z * u.m"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Creating a Synthetic Radiograph"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "To create an example synthetic radiograph, we will first create a field grid representing the analytical electric field produced by a sphere of Gaussian potential."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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IDz74ILxeL5577rmY18nlclx++eX48pe/jB/84AfgOA5/+9vflnwfJpMpRhB6PB6cPXs26d+uF3v27AGAuCmy4eFh9Pb2oqamRnTTlUgkCaN3l112Gex2O7q7u9OyXlK7tpLoYaLPEwC8+OKLqVnYGtm6dSv0ej1Onz4dU2IQj82bN0Ov1+PUqVPLsn6RSqVrjriuZf/p4LLLLgOwmEZeDaS7OF5Xv8vlwvnz51e9bQolXVBRSMk6Nm3ahE996lOYmprCLbfcgp6enrivi1cvRmoFoy/U3/zmN+N6hzU1NYFhGPzud7+Dz+fjf97d3Y3vf//7Ma8/fvy46HUEEhUghe1nzpzh06vJXpeIyspKzMzMiNKB4XAYn/jEJzJmtN8dd9yB3NxcPPLII6J1chyHT3/60wiFQjEj5UwmE0ZGRuJu76Mf/SgA4N3vfndcX8WJiQm0t7ever1GoxEMw2B4eHjZf5Po8/TYY4/hH//4x6rXkkpkMhk++MEPYnBwEJ/4xCfiCkOLxcJHtGQyGe6//344nU78+7//e4zgczqdcLlc/L9NJhNsNlvcz/1q17uS/aeDD33oQ5DJZPjIRz4S1z5ndnZ2yYfCiooKHDhwABcuXMBvf/tb0e++/vWv0yYTSkZC08eUrORrX/sab8a7ZcsWHDhwALt27YJGo8HU1BQuXLiAkydP8gXdhA984AN45JFHcNddd+HNb34zzGYzTpw4gbNnz+K1r30t/v73v4v2U1JSgnvuuQePPfYYmpqacPPNN2Nqagp//vOfcfPNN8d0NX7rW9/C4cOHceDAAVRXV0OlUuHs2bM4ePAgampq8IY3vAEA8Jvf/AYPP/wwDhw4gNraWuj1erS1teEf//gHTCbTkp2aH/nIR/Dss8/iyiuvxJvf/GaoVCocOXIEo6OjuOaaazKigF2v1+MXv/gF7rnnHlx22WW4++67kZ+fj+effx5nzpxBS0sLPvnJT4r+5rrrrsMf/vAHvP71r8eePXsglUpx++23o6GhATfffDO+8IUv4Ktf/Srq6upw8803o7KyEna7HT09PXjxxRfxn//5n9i6deuq1qvVatHc3IyjR4/i3nvvRX19PSQSCe69996EjUf33nsvvvWtb+EjH/kIDh8+jMrKSrS2tuLgwYO488478eSTT65qLdGcPn064UQTlUqFz3zmM0n//stf/jLOnj2LH/zgB/j73/+OAwcOoKCgAKOjo7h48SJaW1tx/Phxvv7tK1/5Ck6cOIHf/OY3OHHiBG655RYolUr09fXhmWeewUsvvcR/r6677jqcPn0at9xyC6666iooFAocOHAABw4cWPX7Xcn+08GOHTvwk5/8BB/84AexefNm3HrrraitrcX8/Dz6+vrwwgsv4J3vfOeSzT8//vGPsX//frzjHe/AX/7yF96n8NSpU7jqqqsyJppMofBssCUOhbImzp49y73//e/ntmzZwmm1Wk4ul3OFhYXcddddx/3Xf/0XNzk5GfM3hw8f5vbv38/pdDrOYDBwt956K3fmzBne1+zw4cOi13s8Hu6jH/0oV1hYyCmVSq6hoYH77W9/G9en8JlnnuHe8Y53cJs3b+Z0Oh2n1Wq5bdu2cQ8++CA3PT3Nv+7EiRPc/fffz+3YsYMzGAycWq3m6uvruX/7t3/jBgcHRfuP56PGcRz3pz/9iWtsbOQ0Gg2Xl5fHvfnNb+Z6e3vjvn6lfovJSORTmIijR49yt9xyC2cwGDiFQsFt2rSJ+8IXviDyGiSMj49zb37zm7m8vDxOIpHEXfNzzz3H3XbbbVx+fj4nl8u5oqIi7oorruC++tWvckNDQ2t6z52dndytt97KGQwGjmEY0ech0fbOnz/P3XTTTZzRaOR0Oh139dVXc88//3zC12MVPoXJ/pebm7us7YdCIe7hhx/m9u/fz+n1ek6pVHIVFRXczTffzP30pz+NOR8+n4/7zne+w+3evZtTq9X8Z/mBBx7gZmZm+NfNz89z73vf+7ji4mJOKpWKjutyPluJ1rvc/SeCfJ8ff/zxpK9L9P3iOI47efIk95a3vIUrKSnh5HI5l5eXxzU2NnKf+cxnuPb2dv51yTwuL168yN16662cVqvldDodd8stt3AXL15Mul8KZaNgOE4wT4tCoVAoFAqF8qqE1hRSKBQKhUKhUKgopFAoFAqFQqFQUUihUCgUCoVCARWFFAqFQqFQKBRQUUihUCgUCoVCARWFFAqFQqFQKBRQUUihUCgUCoVCARWFFAqFQqFQKBRQUUihUCgUCoVCARWFFAqFQqFQKBRQUUihUCgUCoVCARWFFAqFQqFQKBRQUUihUCgUCoVCARWFFAqFQqFQKBRQUUihUCgUCoVCARWFFAqFQqFQKBRQUUihUCgUCoVCARWFFAqFQqFQKBRQUUihUCgUCoVCARWFFAqFQqFQKBRQUUihUCgUCoVCARWFFAqFQqFQKBRQUUihUCgUCoVCARWFFAqFQqFQKBRQUUihUCgUCoVCARWFFAqFQqFQKBRQUUihUCgUCoVCARWFFAqFQqFQKBRQUUihUCgUCoVCARWFFAqFQqFQKBRQUUihUCgUCoVCARWFFAqFQqFQKBRQUUihUCgUCoVCARWFFAqFQqFQKBRQUUihUCgUCoVCARWFFAqFQqFQKBRQUUihUCgUCoVCARWFFAqFQqFQKBRQUUihUCgUCoVCARWFFAqFQqFQKBRQUUihUCgUCoVCARWFFAqFQqFQKBRQUUihUCgUCoVCARWFFAqFQqFQKBRQUUihUCgUCoVCARWFFAqFQqFQKBRQUUihUCgUCoVCARWFFAqFQqFQKBRQUUihUCgUCoVCARWFFAqFQqFQKBRQUUihUCgUCoVCARWFFAqFQqFQKBRQUUihUCgUCoVCARWFFAqFQqFQKBQAso1eAIVCyWxYloXP54NEIoFUKoVEIoFEEnmeZBhmg1dHoVAolFRBRSGFQokLx3EIhULweDwIhUJQqVTgOI7/PRGH5H9UIFIoFEp2Q9PHFAolBo7j4PP54HK5wLIs5HI5ZDIZL/4YhgHLsvB6vTh16hS8Xi/8fj+CwSDC4bBIPFIoFAolO6CRQgqFIiIcDmN8fBw+nw95eXmQSqUAIkKRCEJgMXU8OTkJIJJmZlmWfx1JN5P/ppFECoVCyWyoKKRQKAAioi8YDMLr9cJms8Hv96OwsDDp3wiFHqkzJFFCKhIpFAolu6CikEKh8M0kfr8fQETgEXHHcRwGBwfh9XphMplgNpuhVqtFUUNhujg6kshxHDiO40UigTStUJFIoVAomQEVhRTKq5xQKASv14tgMCjqLiZ1hW1tbQgEAigqKsLY2Bja2tqgVCphMpmQm5u75PaF4hFYFInhcBihUIj/fXTTChWJFAqFsr4wHK0Ip1BelXAcB7/fD5/PB5ZlIZPJeCE2NDSE6elpuN1u5OXlYdOmTXx0MBQKYXZ2Fg6HAzabDXNzc1Cr1TCbzTCZTDCZTFCpVCtahzAqSUUihUKhbAxUFFIor0JI53AgEIhJ37Isi3PnzmFubg5bt25FUVERAEAul8cIs3A4jOeeew4NDQ2Ym5uDw+HA3NwcNBqNSCQqlcplrUsoDsn/U5FIoVAo6wNNH1MorzJIM0koFOLTxQS32w2r1YpgMAiDwcALwkQQYWY2m1FSUsJvf2ZmBna7HX19fWhtbYVWq+UFoslkgkKhSLq96FpFmm6mUCiU9ENFIYXyKoHUCPp8PgAQpYs5jsPExAS6urpQUlIClUoFh8Oxom0T5HI5CgoKUFBQAAAIBAJwOBxwOBzo6emBy+WCTqfjm1aMRiPkcnnc7SYTiaFQiP8dFYkUCoWydqgopFBeBYTDYT5dHD2BJBQKobOzEw6HAzt27IDZbMbo6GiMAXU8kbUc4aVQKFBUVMRHHf1+Py8SOzo64PF4oNfrRSJRJot/aaIikUKhUNIHFYUUyiWM0HswHA6LooMAMDc3B6vVCpVKhZaWFr72j2GYGFFI6vuExLOkWQqlUoni4mIUFxcDAHw+Hy8S29ra4PP5oNfr+ZpEo9HIG2hHs5RIvHjxImpqaqDT6ahIpFAolCWgopBCuUThOI4fPwfEpouHh4fR19eHqqoqVFZWrlokxROQK0GlUqGkpISvSfR6vbDb7XA4HLBYLPD7/TAYDHw9osFgWLZInJmZ4cfukXpE8nsqEikUCkUMFYUUyiVIPO9BQiAQQHt7O1wuF/bs2RPXa3CtQm8tqNVqlJWVoaysjBe2RCSOjIzwTTBCkSh8f/GInraSSCSSiStUJFIolFcjVBRSKJcQxHvQ7/fHeA8C4FO0ubm5aGlpSdrgsVxRmE4ByTAMNBoNNBoNysvLwXEc3G43n24eGhpCKBSC0WjkaxL1ej0vAhOluxOlm8PhMP97KhIpFMqrDSoKKZRLhGjvQSJoyO/6+/sxPDyM+vp6lJSUJBU5mSIK4+1Lq9VCq9WioqICHMfB5XLxInFgYAAsy8JoNMJsNvOzl5NtT/j/VCRSKJRXM1QUUiiXAMm8B71eL9ra2hAKhbB3715otdolt7cSwbORqWaGYaDT6aDT6VBZWQmO4zA/Pw+HwwG73Y5AIIAzZ87wUUSTyQSdTpfw/a1EJApnN1ORSKFQLgWoKKRQshjiPZgoXTw1NYWOjg4UFBSgvr4+YYNGNBsp9NYCwzDQ6/XQ6/WoqqrC4cOHUVtbi3A4DJvNhu7ubkgkEpGRtlarXZVIDAaD/M+FTSuJUtcUCoWS6VBRSKFkKdHeg0JBGA6H0dPTg8nJSWzZsoU3kl4JmZg+XikSiYSfplJdXQ2WZTE3Nwe73Y6pqSl0dnZCJpOJRGJOTs6KRSLLsgiHwwlFIhWIFAolG6CikELJMkgzyezsLBQKRdxRdRaLBVKpFM3NzVCr1SveR6bWFK4ViUQCg8EAg8GA2tpasCyL2dlZOBwOTExMoKOjA3K5nBeIZrMZarV6VSKRZVnRfqlIpFAomQ4VhRRKFkEsWqanp9HW1ob9+/eLBMn4+Di6u7tRVlaG6urqJa1aErFc8+pEr80kkq1NmEoGIhFWIhLHxsbQ1tYGpVIpqklMJrKXEonkGAqbVqhIpFAomQIVhRRKlhAOh+HxeHjvQaFIC4VC6OjowOzsLHbu3MmLnNWyUpGSqaJwpe9DKpXCbDbDbDYDiBxXIhKHhoZgsVigUql4gWgymaBSqZbcfzyROD8/j4GBAWzfvp2KRAqFkhFQUUihZDgcxyEQCMDn8/Gj6ogoBACn0wmr1QqNRoOWlhYoFIqU7Xc5XMoCRiaTIS8vD3l5eQAiInFmZgZ2ux0DAwO4cOECNBqNSCSSUYHxEIrEUCgEu90OIDaSKOxspiKRQqGsF1QUUigZDMuyfHcxsDiqjmEYsCyLwcFB9Pf3o7q6GhUVFSkTD/FSwsnq6jI1UphqZDIZ8vPzkZ+fDyBiBUREYl9fH1pbW/nGFvK/pUS6MMXPcRw4jkM4HBZNXKEikUKhrAdUFFIoGUooFILH44nrPRgMBsGyLEZHR9HY2Ai9Xp/SfV9KjSbpXJtcLkdBQQHf3R0IBHgj7Z6eHrhcLuh0Or4m0Wg0JpwiAyDG7zCeSKRzmykUSrqgopBCyTBId7HP54vrPWi329HW1gYAaGlpgUyW+q9xpgu95bLeYkmhUKCoqAhFRUUAAL/fz4vEjo4OeDwe6PV6PoK41DGmIpFCoawnVBRSKBlE9Kg6oSBkWRZ9fX0YHR1FVVUVent7l21GvVIupUjhRqJUKlFcXIzi4mIAgM/n40Xi+Pg4/H4/jh8/ztckGo3GpOdUKPiERtpUJFIolFRARSGFkgGQMWoejwfhcDjuqDqr1QqWZbF3717IZDL09vYmtIlZK9ky5m45ZNLaVCoVSkpKUFJSAofDgdbWVpSXl8PhcMBiscDv98NgMPD1iAaDIaFITDZthYpECoWyGqgopFA2GDKqzufzAUBMunhychIdHR0oKipCXV0dpFIpAoEA/7fpXFf0v7PNpzDTxY9EIkFZWRnKysp4D0q73Q6Hw4GRkREEg0FeJJrNZuTm5ib0nlxqbjP5HRWJFAolEVQUUigbSPSoOmFUKBwOo6urC9PT09i2bRvf8QrE3vhTTSYLvUsVhmGg0Wig0WhQXl4OjuPgdrv5dPPQ0BDC4bBIJOr1eioSKRRKyqCikELZADiOQzAYhNfr5b0HhTdil8sFi8UCuVyOlpaWGIPkTBKFVECujuU0mWi1Wmi1WlRUVIDjOLhcLl4kDgwMgGVZGI1GviZRr9eveCQfEYnC31ORSKG8OqGikEJZZxJ5DwKRG/To6Ch6enpQUVGBqqqquJGg9RCFK3ltJovCTF7bSmAYBjqdDjqdDpWVleA4DvPz83A4HLDb7ejt7QUAkUjU6XSrFoksy6K/vx+1tbW8YToRiFQkUiiXJlQUUijrSCgUgtfr5UfVRXsPdnR0wOl0YteuXTAajQm3k25RuNJtZ6rwynTxspb1MQwDvV4PvV6PqqoqcByHubk5OBwO2Gw2dHd3i2Y7m0wmaLXaZYvEUCiEvr4+1NTUIBQKIRwO878XjuWjIpFCuXSgopBCWQeW8h6cnZ2F1WqFVqtd1qg6mj6mRMMwDHJzc5Gbm4vq6mqwLIu5uTnY7XZMTU2hs7MTMplMJBJzcnKWFHQkjRwdSaQikUK59KCikEJJM8m8BzmOw8DAAAYHB1FbW4uysrJl3VDJjTfd6WPScUw6pNVqdcz6qADITCQSCQwGAwwGA2pra8GyLGZnZ+FwODAxMYGOjg7I5XK+acVkMonOL/lsRUcQE6WbhSJROJaPikQKJXugopBCSSOkmSTeqDq/3w+r1Qq/34+mpibodLoVbXu9RGE4HEZ7ezump6ehUChEIkKj0WR0pDCT17be6xKmkoFIdzsRiaOjo7BarVAqlfz5zcnJSbq9ZCIxGAzyPxc2rZDPPxWJFEpmQkUhhZIGlvIetNlsaG9vh9lsRkNDw6pG1a2HKHQ6nWhvb4dGo8GBAwfg9/tht9sxNjaGtrY2KJVKcBwHh8MBs9kc0yVNyVykUinMZjPMZjOASA0hEYlDQ0NwOp0AAKvVyovJZOc3kUhkWRbhcDihSKQCkULJHKgopFBSTDgcxuTkJObn51FYWCi68bEsi97eXoyNjWHTpk38+LPVsB5RsNbWVlRXV6OiogJyuRwajQZGoxF1dXUIh8OYmZmBxWKBw+HAkSNHkJOTI4okLlUbSckcZDIZ8vLykJeXBwCYm5vDsWPHIJPJMDAwgAsXLkCj0fDn1mQyQalUJtxeMpHIsiz/OioSKZTMgYpCCiVFCL0HHQ4HZmdnUVJSwv/e4/HAarWC4zg0NzdDo9GsaX/pEoXBYBDt7e0AgJ07d/KRpGikUiny8vKg1WpRWFiIoqIizMzMwG63o6enBy6XCzqdjo9GGY3GVUVE10qmpo+BzE6jksaRLVu2AIh8Lsj57evrQ2trK7RarahxJdlDwFIikdSvCptWqEikUNYXKgoplBRARpQR70GpVCoSIxMTE+js7ERJSQlqa2sTTqFYCekQhU6nExaLha8n0+v1y16HXC5HQUEBCgoKAERqJomHXnt7O7xeL3Jzc/lIYrK5vqmCCoq1ITx+0ec3EAjwRtrChwByfo1GI+Ry+ZLbpiKRQskcqCikUNZIPO9BYuERCoXQ1dUFu92O7du386m5VJBKUchxHIaHh3lfupKSEhw9enRZ20+0DqVSieLiYj5FLpzre+HCBX6uL4kkJhvZdimSyRFMIPGsa4JCoUBRURGKiooALD4EOBwOdHR0wOPxQK/X8+nmpSLF8UQix3FUJFIo6wgVhRTKKiHeg36/P8Z7UCKRIBgM4vTp01AoFGhpaUlaf7UaGIYR1WatlmAwiLa2NrjdbuzZswe5ubkr3u5yBI5arUZZWRnKyspEc33tdjs/sk1Yj5hsGgcl/axUtEY/BPh8Pl4ktrW1wefzxYjEZJHiaCsboUgkjSskMk9MualIpFDWBhWFFMoqiPYeJJELAHw3rsvlQnV1NaqqqtJyo0pFpJCYZut0OjQ3N/PpvpWYY6/mvcWb6zs/Pw+73Q673S6axkEiicT+ZqVkckQu0wXMWtanUqlQUlLC19UKI8UWiwV+vx8Gg4GvR1yqnCCeSBwfH4fT6URDQwP/ezq3mUJZPVQUUigrJJn3YCAQ4EfVqdVqVFdXp20daxGFHMdhcHAQAwMDSU2zhdtPtK9UiFPhyDYyjcPpdMYYLROBSIyWl7NdyupYKn28UqIjxUKRODIywpcTkAeB3NzcpOUEwqg8qeElvpqhUIiKRAplFVBRSKEsE+I9GC9dDAAzMzNoa2uDTqdDfX09hoaG0rqe1YqxQCCAtrY2eDweNDY2xm0mWekYvVRH4yQSCYxGI4xGI2pra3mjZbvdjqGhIVgsFqjValG6OdXp+Vc7qRaFQhiGgUajgUajQXl5uaicgPgkhsNhkUiMV3MqXKNQ8AmNtKlIpFCWDxWFFMoyCIfDfLpYIpGIBCHLshgYGMDQ0BDq6upQWloKh8ORknq/ZKxGFM7MzMBqtcJgMKClpWXJwv+1NJqkknhGy6QeUWiPIrS/IanwTE0fZ+q6NoJ45QQul4sXiaTm1Gg08g8Ber0eLMvGFXXJpq1QkUihJIaKQgolCaSD2OPxIBwOx6SLfT4frFYrgsGgaFTdegillexDOGO5vr4eJSUlS978ViIK1xuZTBbXHsVut6OjowNerxd6vR5+vx/z8/P8uaMsn3RGCpeCYRjodDrodDpUVlbyNafkHPf29gKIdEDL5XLMzc0lbUxaam4z+R0ViZRXO1QUUigJiPYejE4XT09Po729Hfn5+di0aZNIdEgkkoyJFPr9fr77cyUzlpd7M8yE+cLR9ijEQLyzsxMjIyMYGBgQ2d8sVa9G2VhRGI2w5rSqqgocx2Fubo5/AHjllVdEs51NJhPfkZxoe8L/pyKRQolARSGFEodwOAyPxyPyHhT+rre3F+Pj49iyZQsKCwtj/j5TIoXEDsRoNGLnzp0rniiSKenjlaJWq1FaWoqRkRGUlZXBYDDwTQ2Dg4NxU5EbcbOnAmN1MAyD3Nxc5ObmQq/XY/PmzZibm4PdbsfU1BQ6Ozshk8lEIjEnJ2fVIlH4eyoSKZcyVBRSKAI4jkMgEIDP50M4HI6JDrrdblitVjAMk3RU3UaLQo7j0N/fj+HhYdTX16O4uHjFN69MFHurJScnBzk5OaJ6NWJ/09vbC4ZhePFgNpuTCohXC5kUKUyE0NDaYDDAYDCgtrYWLMtidnY2pntd2JikVqupSKRQoqCikEJZgGVZvrsYEKeLiSdad3c3SktLUVNTkzT9SCaapJNEos3v98NqtSIQCKCpqQlarTal21/t6zaCRE0IpF6tqqoKLMvGRJmiBcRa51RnI9kiCuN9D4WpZAB897rD4cDo6CisViuUSmWMSEzESkUi8S2lIpGSbVBRSKEAfDNJPO/BUCiEzs5OOBwO7Nixg++ATQbDpGbaSDLiCU+73Y62tjaYzWbs2rVrTc0V2VRTuBaio0xCATEyMgKr1QqVSsWLB7PZnBL7m2w+ZpkCsYZainjd6+QcE4sj4Tk2mUxQqVQJt7eUSAyHw/zvqUikZBNUFFJe1ZBRdT6fL6734NzcHC8KVjKqbr3TxyzLor+/HyMjI9i0aRM/aixV20/F6zaKla5NKCDq6+sRCoUwMzPDj+O7cOECtFqtKMpE7G9WSiYLhGyJFK5mjTKZDHl5efws8njnOCcnR1STmOy7n0wkTk1NYWJiAtu3b6cikZLxUFFIedUSPaouOl08PDyMvr4+VFVVobKyckUXbxLFS7cBMDHUtlqtCIVC2Lt3L3JyclK2j40yr04VqTj2MpkM+fn5yM/PB7Bof+NwONDV1QW32x0z03elDT2ZSLaIwlR0kUef42AwyItEoQ+mUCQqFIqE2xOKxFAoBLfbzX9fhZFEYT0ieR+ZfswplzbZf+WiUFbIUt6Dwokfe/bsQW5u7or3IRSX6RSFLpcL/f39cW1xUrH9SyFSmGqi7W98Ph/vn2e1WkUzfc1mMwwGA7W/SRPp+n7J5fK4PpgOhwM9PT1wuVzQ6XT8ORaapSdaozAqKIzwh8Nh/udUJFI2GioKKa8qiAnu8PAwSkpKYtLFxMLFYDCgubl5zWnBdIkllmXhcrng9XqxdetWXqCkkpWIwnTXT2YyKpUKJSUlKCkpEc30tdvtGB4eRigU4u1vyLi2bLjRZ0ukcD3WGP0g4Pf7eZHY0dEBj8eTMFrMsmzMQ0GidDPLsqLvUrRIzPTzQcl+qCikvGogo+rm5ubQ29uLiooK/nfCmry6urplTfxIBrkJpEMUer1evru4tLQ0LYIQWPnElExlPdfGMLEzfcm4NpKKBMDXIYbD4YwVX5m6LiEbtUalUoni4mK+dpdEi8lDpc/n40WisDs5EUuJRKH1DhWJlHRCRSHlkofjOASDQXi9XoTDYcjlclG9HxFZ4XB4TRYuQsjFOtURNDJFpbCwEBqNJq21a5dC9/FG3zSF9jdkXBuxvxkfH4fb7cbhw4f5NKTZbE7qn0cRk2j28XojjBYDixN1iM1RKBTCK6+8wtcjGgyGpKUeKxGJpGmFikRKKqCikHJJE897kAg1juMwPT2Njo4OFBYWoq6uLmU1ealOH7Msi56eHtEUlY6OjrSLMeH2E+2L3oiWj3ASh0ajQV9fH7Zs2QK73Y6xsTG0tbVBqVTyAnEpa5R0QiOFq4dM1CktLUVfXx8cDgcKCwt5m6NgMCiqO11q7GI8kchxHBWJlJRDRSHlkiUUCsHr9caMqiP/39nZienpaWzZsoUvKE8VqYwUer1eWCwWABBNUUl3hO5SaTTJ5LUJJ6kAi/550dYoQv+8ZF2vqSRTBZeQVHUfpxOO46BQKFBeXs6XFLjdbj7dPDQ0hHA4LBKJer1+SZEoPDdCkShsXCHXPSoSKcuFikLKJcdS3oMejwcA4HK50NzcnHSSwWohF+21CpKpqSl0dHSgqKgIdXV1ohsFFYVLk203wWj/vGAwyKchSderXq8Xdb2mq4QgU8+pkGwQrtEpboZhoNVqodVqRWMXiUgcGBgAy7Ii+5ulmpMSicRwOMzXNEbXJFKPREo8qCikXFIs5T04NjaG7u5uAMDOnTvTmppbi1gKh8Po6enB5ORkwkjmeohCSvpYzrmTy+UoLCxEYWEhgMWuVzK5xufzITc3l48kLlWrtlIy/TOQDaJwqWhmvLrT+fl5/jz39vYCgEgk6nQ6KhIpaYGKQsolA2kmiTeqLhgMorOzE7Ozs9i5cydaW1vTvp7Vzj/2eDywWCxgGCZpJDPdVjDL3X4mRwovNaK7Xj0eDy8eSK2a0WhcdhoyGdkguDKl0SQZ8SxpksEwDPR6PfR6PaqqqvjmJIfDAZvNhu7ubtFsZ5PJBK1Wu2yRKJy2IhSJHo8HCoUCarWaisRXMVQUUrIeMtXD5/MBQEy62Ol0wmq1IicnBy0tLVAoFOvirbeafUxOTqKjowMlJSWora1dMsKQCWIsU9aRiExe21oh9jdlZWV8rZrdbo9JQ5LGlaXEg5BsOG7ZIFzXukZhc1J1dTVYluU72KemptDZ2QmZTMYLRLPZDI1Gk3CfiTqbOzs7YTabUV5eTiOJr2KoKKRkNcR7MBAIxHh3cRyHwcFBDAwMoKamhr/YAauP4q2ElYilcDiM7u5uTE1NYdu2bfy4rVRtfzXQmsL0k8r1CWvVhGlIu90uijCRVPNS4iHV60sH2dBowrLsqk3w4yGRSGAwGGAwGFBbWwuWZTE7OwuHw4GJiQl0dHRALpeLZnMnszkSNsUJMyxk8hN5DRWJrw6oKKRkJdHeg9HRQb/fz9dcNTY2Qq/Xi/5+PSKFEolkWftwu92wWCyQSqUranxZT1E4Pz+Pjo4OyGQyPuq0lI0GZWMRpiFJhMnpdMJut2NiYgLt7e1QKpWiSKKwxvbVEIVbD1aaPl4pwlQyEHnAJCJxdHQUVqtVdJ6JSIy3TmJnA8RGEqlIfHVARSEl6yCjxITeg8KLESnCN5lM2LlzZ9zuzEyJFI6Pj6OrqwulpaWoqalZce1RukUhy7IYHR1Fd3c3KisrodFoYLfbMTg4yKcmJRIJgsFgxt6gMzWKud7rkkgkMBqNMBqNACLiYWZmhrdFsVgsUKvVvEAMBoPrur7VkKmfOSHrvUapVMqfQ2DR5ij6PAtrElUqVULxupRIFP6eisTsh4pCSlaRyHsQiDzp9vX1YXR0FJs2bUJRUVHSlMl61BQmuvGHw2F0dXXBZrNh+/btvAXJSlgPYTsxMQGv14uGhgbk5eVBJpPxXmskNTkyMsJP5iA3IzKZY6OhN6XESKXSGPubmZkZvuN1fn4eUqkU7e3tfIQpnRN0VkM2iMJ0RwqXItrmKBQK8edZ6IUZCATgdDphNBqhVCoTbo+KxEubzPqGUygJIN6Dfr8/rvcgMXjmOA579+5FTk5O0u0tN7W7FhKJNpfLBavVCplMhubm5lXb4qQzUuh2u+F0OqFQKNDS0hJzkxCmJqVSKSYnJ1FbW8uLRKvVKoo6rafpcjaRSTdJuVyOgoIC3v6ot7cXk5OTYFkWHR0d8Hq9/Dxfs9mccvub1UBF4cqRyWTIz8/n65bJw8CFCxcwMTGB/v5+aLVaUSQx2Xd3pSKRpKipSMxMqCikZDzR3oPCuhcgEs3q7OxEcXExamtrl3WjWq/0sVB4chyH8fFxdHd3o6ysDNXV1Wu6WaRLFJLjqVAoUFpamjRqQNYBLPqo1dfXIxQKxTVdJoLCaDRuuKCgJEcqlUKtVmP79u0AxPN8L1y4gEAgAKPRyIv+jagxzQZLmkwXruRhQCaTYefOndBqtbyRNvnu6nQ6kWF6ssaZpURiOBzmf09FYuZBRSElo0nmPUhSsNPT08vu2CWsd/o4FAqhq6sLdrsdO3bs4Ot9UrX9VCDsgN6+fTvGx8dFv1/J7GOZTCaKOvn9ftjtdtjtdlgsFvj9/nUTFJlaU5htCOf5chwHj8cTY39DzqnZbF7SYDkVZLrgAjIvUpgI0miiUChQVFSEoqIiAIuG6Q6HAx0dHfB4PPwDnslkWnKqDhWJ2QUVhZSMhHgPJkoXu1wuWCwWyOVytLS0rDgFux6RQpKiJmtNlIpdLakUtsQwWyKR8MdzYmIiZZY0SqUSJSUlKCkpEQkKUtfEcZxIUKzET2+ptVFWRzLBxTAMcnJykJOTw49qE07h6Onp4btiiXjIyclJ+fnIFkuaTF8jkHid0YbpPp+PF4nE4SFaJCbLAixXJArrEcm66Pc5/VBRSMk4or0Ho0fVjY6OoqenBxUVFaiqqlrVBXc9IoUAMDMzg66uLpSXl6O6ujrlvnSpELZTU1Nob2+PMcxOl09hPEEhnNjQ1dUl8lnLlKaVVHMpRTCFNaZVVVUig2ViyC6Xy0Ueiak4p9kSKcz0NQLLF68qlYp/wAPEZQUkC2AwGPhykqVqTxOJRJZlEQ6HRd6yVCSmHyoKKRkDeVJ0u90xRqpAJJXc3t6O+fl57Nq1i7fWWA3pbjQJhULweDyYn5/Hzp07eQ+xVLJWUciyLHp6ejAxMYGtW7fGna+8XNayjngTG2ZnZ2nTygazFsEVbbAs9M4j51SlUonO6Woi6NkgCrMhmslx3KojmtFlBV6vly8rIKMXiUhcjr9pMpHIsiymp6fBcRyKiopiupspa4eKQkpGQC4m/f39cDgc2LVrl+hLPjs7C6vVCp1Oh5aWljVPCEhn+nh+fp7vhK6srEyLIATWJgq9Xi+sVitYlsXevXuh0WhWvf1UX4yFZrypaFrJ5IhcJt/IUim4hN555JwSW5T+/n60trZCq9XyAtFkMi3rO54NojAb0sfkO7LWdTIMw49eJNZVbrebTzcPDQ0hHA7DYDDw53qp+dzRItFut4NhGBQUFIge7KMjiZn+uchUqCikbDjhcBgej4f3HhRe6DmOw8DAAAYHB1FbW4uysrKU1ZqlOlIoTG1XVVVhbm4urTeD1YpCm82GtrY2FBQUoL6+PqGgSlf6eKVEN62QmqZ4TStms1l0k6E3htWT7nMqtEUJBAK8cOjq6oLb7Y6xv4nXzJANojAb1iis40slDLM4epGUirhcLv5c9/f38yb45H96vT7p8WJZFgqFQjSOj/ycZVn+eAubVqhIXD5UFFI2DI7jEAgE4PP5+FF1UqmUF2t+vx9WqxWBQABNTU3Q6XQp23eq08ehUAjt7e1wOp18aptEC9PFSsUYy7Lo7+/HyMgINm/ezHcXrnX76RaF0QhrmhI1rZBUFZm0kolk6rqErNeNNLrjNZ7wF0aXDAYD/7nL9Jt9NkQKybUw3TZRDMNAp9NBp9OJ5nOTc93b2wsAIpEY3cUeDodF61wq3UxF4sqgopCyIbAsy3cXA4uj6ohYs9ls/CSFhoaGlE9SSGX6eG5uDhaLBRqNBi0tLXy9W7rrFlcixvx+PywWC0Kh0LLMvcn2M51ETSt2ux1TU1Ow2+2YmZmB2+2OO9+XkpiNFFzRwp/UqdntdlEKEog4EahUqoz9vGaTKFzvYxjdoBTddNbd3S0qJzGbzTGiMN42hf/PcRxfMykUiaRmnYpEMVQUUtYd0oQRz3sQiEQJrFbrsqJZqyUV6WOO4zAyMoLe3l5UV1ejoqJCdGFJdwRtudt3OBywWq0wm83YvHnzsqMBmRopTIawaaWmpgatra2QSCRQKpX83FeNRiNqcFhrfepa15upZNI5ja5Tc7lcsNlssNvtOH/+PBiGEdnfpMrSKBVkUzRzo9cZr+lM+JDX2dnJ25VJJBKYzWZoNJqk6472OyQiMRwO8xNXiDCkI/moKKSsI2RUnc/ni+s96PF40Nvbi3A4jJaWlrjND6lirZFCYSf07t27+ahFKvexFEuJMWE95qZNm1BcXLziC122icJoiKCora0FEDlvJFXV3d1NJ60sQSbeGEkKUq1Wo7OzEwcOHIDP5xMJB5lMJrK/See1ZCmyJVKYiWuM7mJnWRbHjh3jfVSJ1ZHwgUCtVlORuAaoKKSsC9Gj6qIF4fj4OLq6umAymcCybNov4muJFDqdTlitVuTk5CTthE63F2IyMRYIBGC1WuHz+VZdj7kSsZepojAauVyOwsJCFBYWAlisXbPZbLBYLAgEAnztGrHPeLXcDKLJ9AgX+cxJpVJRdFhoaTQ2Noa2tjaoVCqRcFjPEoJMFVxCwuFwxq8RAF8XWFJSgqKiIpHV0ejoKKxWK5RKZYxITIZQ8AmNtF+tIpGKQkpaId6DHo+HrwURXnyE49+2b98OuVyOixcvpn1dEomE77hbLhzHYXh4GH19faipqUF5efmST6TpFEuJIpGzs7OwWCwwGAzYuXPnqusxlytqMzlSCCQXrNG1a8Q+g1ilABCZaKdjKkemki2iMHqNwho0ALz9DRnHd+HCBeTk5Ijsb9Lpe5npxxHIDuFKENYUCq2OgMi5JiKRlIuo1WpR40qyB4JETSuvJpFIRSElbZDaD5/PBwAx0UHi56dUKvnxb/Pz8+syaUQikSAUCi379cFgEG1tbXC73dizZw9yc3OX/Jv1jhRyHIehoSH09/ejrq4OpaWla7pQRf/tSmYfZworWVs8+4zoeiYylSMVTSuZLKSzgeU2R0Tb3whLCIS+l0T8LzXLdyWQ1GSmCy4yLCAbSBbVlMlkyMvLQ15eHgCI/DCFDwRCkZjMND2ZSCT3j0tNJFJRSEkL0aPqhBccYYNGVVUVKisr+S9Qujt2CSsRbELj7Obm5mU3JkgkEgSDwbUsMylCUUhqHF0uFxobG6HX61Oyj2yvKQRWL76im1ZIqop0wF68eJGPOGVC00qqyfQIV6JI4VJElxD4/X5+AgeZ5Zubmyua5btaUUeuMdkgCjN9jYSVCNh4DwREJPb19fGm6cIHgmRR41eDSKSikJJSOI5DMBiE1+vlvQeFX4ZAIMCLl3gRNyIK031DWo745DgOg4ODGBgYWJVx9np1HxNLnJycnBWJ1uVuP1Wvy3aiU1XCiBMxXCZighguL3XzyuQbRaZHuMg1Yq3HUKlUimb5ejwe/rySMW1Go5EXDktN4IheI5DZ5xnILlG4lCVNMuRyucgIX2iaThrPdDqdSCQmu54uJRItFguqqqr4z0w2iEQqCikpI5H3IGFmZgZWqxW5ubkJGzSELvXpFoXJhEwgEEBbWxs8Hs+qI2/rIZbC4TDOnj0b1xJnrVwKjSbp/AzFa1ohXnoXLlzgxYRw0kqm3giykXRdI4j9TVlZGV9nSiKJpM5UeF6T2d/QSGHqSWVTTLRput/v50ViR0cHPB4P705AosbJSguiRaLdbudNukk9Ivm9RCKBTCbLuONORSElJYRCIXi9Xn5UnfCDzrIsBgYGMDQ0hPr6epSUlCS8iJK/S/dFKln6mIhXg8GAlpaWVdcXpTMVHgqF0NPTA47jsGfPnriWOGtlJZFCSqRppbS0FKWlpSIxQVJVAESp5vUok1gL2ZA+Tvf6hHWm5OYeba4slUpF5spC37xsEYXZ0n1Mskjpqn9UKpUoLi5GcXExgEV3gujSAnK+l7KwItmy6JF8RCSSyGEmQUUhZU0s5T1IjKiDwSD27t0LrVabdHvRX550EU+wCX39UtWokY73QRp0SO1LOgQhsHyxl+np441YW7SYEJrwEn81Ums7Nja27jYpy4GKwljimSs7nU7Y7XaMj4+jvb1dZIlCrLUy+TgC2RMpXK9xfAShOwEAeL3euOMXiUgUloyQjuVEI/lW6n6xXlBRSFk1S3kPTk9Po729HQUFBaivr1/WFzn6CTtdRAsZv9/PPwmmas5yqsUSx3EYHx9Hd3c3KioqUFRUhOPHj6ft5khrClNHtAlvOBxGZ2cnpqenMTg4KLJJuRSbVtIBy7IbLrYkEgmMRiOMRiPq6uoQDof5RoahoSE4nU4A4CcKpdv+ZrVkS/cxEVIbtVa1Wi3KBpDxiw6Hg68/JSKRPKwnWmum1hVSUUhZFaSZJN6ounA4jJ6eHkxOTmLz5s18zdVyIEW46RaFwkghSQ0YjcY1+fol28daISLCbrdj586dMJlMfO1mOiMm0WIv06NH0WTqWqVSKbRaLbxeL5qammKaVoS1TKTgfb0jOZl+rjOxEUYqlYosUWZmZnDq1ClIJBLe/kbYyGAymVI+1301ZEukkIjCTPhcMkzs+EXic+pwODA4OAgAaG1t5c81aTjJ5Ifojf80UrKKpbwH3W43rFYrJBIJmpubl3STj8d62NKQffT19WF4eBj19fWrGgOXjFRF0NxuNywWC2QyGe/nSLYPpC89eqlECjN5bYRMbFrJBlGYyesDIiJRKpVi69atABYbGex2Ozo6OuD1ekXifzkd6+kgW0QhiWhm4nmP9jl1u9148cUXkZ+fj5mZGfT394NlWb4WUehkkElQUUhZNtHeg8IB6sLUZmlpKWpqalZ9kVmPSCGZsjI1NYWmpqYlax1XQyrE0sTEBDo7O1FWVobq6mrRMaWi8NJlqaYVhmFEk1aEzQ2vFrJBFEaLrehGBmH6kYh/MmbRZDIhNzd3XcRatojCbGmIAcDX2FdVVaGqqgocx2F+fp5/KPD7/VQUUrITEh2cnZ2FUqmMiQ6GQiF0dHRgZmYGO3bsWPMHPd2RQrvdju7ubjAMg71796YtfbOW9xEOh9Hd3Y2pqSls376dT0cJWQ9RuFwyVRRmsmhY7jFbqmmFNDcIJ60km9KwkvVl+vHL5PUBS4sttVqNsrIykf0NEQ0DAwN8ZIk8AOh0urS852wRW2vxKFxvSGkVgWEY6PV66PV6vpM9Ez+/VBRSkkKKaaenp2G1WnHllVeKPsjEOFmj0eCyyy5LSRF1ukQhy7Lo7+/HyMgISktLMTU1ldZ6ntVG0DweDywWy5Ip+HSLwuVum0YK15d4TSvRo7y0Wq2oaWU1n/NMvWkRMqHRZClWcgzjjVmcn5/nI4k9PT38XGdyXlM1i5tl2axobMqWhhgguwSsECoKKQkReg/KZDLRBU44ZzfVxsnpEIXEGicUCmHv3r0IhUKYmJhI6T6iWY1YmpqaQkdHB4qKilBXV5f06T2T0seZTCYL1lQcu+jmBjKlQVi3Fj1pJRuiQkuR6aIVWFtaVhhZEtrfOBwO3taIzOImQnE1NdxrXed6kk1Ci3gUZhvZt2JK2iHeg36/n6+LkMlkfOeXcNpHvFF1ayXVotBms6G9vR15eXnYtGkTpFIp5ufn18ULcbn7YFkWvb29GBsbw9atW/kxTMlYT1EYDAbR0dGBubk5UZpSpVLRSGGGET2lgdStRY9ty8vL4zsi44mrTBddmdh9HE0qxZbQ/oZEiMks7pGREVitVqjValEkcbllBNkkCrNhncDyBGwmfr+oKKSIiPYeJJ1eRODY7Xa0t7evedpHMlIlCkl38ejoKDZv3szfJIH1aWZZ7j58Ph8sFgtYlkVzczNveLuc7adTkJFtz8/P4+LFi8jJycGOHTswMzODoaEhXLx4EVqtlvfjCgaDGZeCysSLLiHV5+1XxwdhzlHg5u2FkEkXb5zRdWsul4sXidEpSWHTSjaIwkxeH5DeNUbP4g6FQrwdSl9fH1pbW0VlBMnm+GaLKKTp4/RDRSGFJ5n3IOHixYvYtGlTyu1bhKRCFHq9XlitVrAsi7179yInJydmH5kQKbTZbGhra1uRwbeQdItCv9+Ps2fPorKyEpWVlVAqlcjPzwewmKacnJwEABw6dIjvnMzLy+M9uTaaV0sU89vP9iDEcvjfY0P48wcui/sahmGg0+mg0+lQVVUlSkkKJ3KYzWb+WpCpZIMoXE+xJZPJUFBQwGcZossIPB4PP6KNiERyvcmWCFw2Ca3oRhMhmXxNoqKQwncXC9PFwout1+uFxWIBAOzevTttY9UIaxU6ZJJKYWEh6urq4n4xSRQvnTeWZJFCYdNLdBRzpftIxwUmHA5jdHQUfr8fu3btgslkAiC+EZM0pdFoxPj4OPbv34+ZmRnYbDYMDg6C4ziYTCbk5eW9am1T1ovRGS9CbORzcHXd8rv/46UkSdOK1+tFd3c3xsfH19y0kg6oKExOdBkB8b50OByiEW1msxmBQGBD1rhSskW8AksL2Ez97GbGt5uyYUR7D0YLQtL4UFBQgPn5+VUXMq8EqVS6qkghy7Lo6enB+Pg4tmzZknSSinDGcjpFYTzB5vf7YbVaEQgE4kYxU7GPteD1enHx4kWEw2FoNBpeECZbAxBJU2q1Wt7dP5FtChGJq+lUf/TYIJ48P45btxfgA1fXrOr9ZRKp+uw9fmqE/++bti1dj5oIYdPK/Pw837yQiU0r2dB9nElrjPa+9Hg8fCTR5XKhvb0dk5OToukbmbJ2QjZFCpfTaJJpxxegovBVC8dxvIEz+aJFj6ojPnlbt25Ffn4+xsfH12WI92rq/YTRzOXU5QlFYbqIJ9gcDgesVitMJhN27dq15gtcqkUhibIWFRUhNzeXH9W01BoA8bFkGAa5ubnIzc1FTU0NH4Gy2Wx8vZNOp+MFojCVlYzvH+6FJ8Bi1hNclih8tTTB/LNtkv/vmvzVP2QI4TgOMpksYdPK8PAwwuGwaDpDunz0Eq0vE2+qQjK1GYZhGOTk5CAnJwfl5eV46aWX+Ic5h8OB3t5e3iCdpJtTZX+zFi6lmsKNPpaJoKLwVchSo+pcLhesVitkMpnIJ289xs+tZj8rsXEhkPebzouMsKaQ4zgMDAxgcHAwpTWZqRI9wnQ2ibLabLaUCapo2xS/38+LC4vFgkAgsKwxbjV5ObCMzWPa5QfLcpBIlj6Gl7ootLn8GJmJfJdzFBKo5Kn7PEefg+U0rQi705fbNLUaMlVwCcmWBg6O45CTk4O8vDy+1nRubg4OhwNTU1Po7OyEXC4XdTan89wmIpvSx6FQKCW+vesNFYWvMsLhMDweD4LBYEx0kOM4jI2NoaenB+Xl5aiqqhL9PtNEYTgcRk9PDyYnJ7Fly5Zl2bgI9wGkP1LIsixv4eP1etHU1ASdTpfSfaz1PQQCAV6YCdPZKzHdBVZ2LJVKJUpKSlBSUsKnsmw2m2iMWzxxcf2WAljG5sFyQOuIE3sqDCt7sxlEqj57z7dP8/9daU5NlBBYOhKXqGnFbrdjbGwMbW1tUKlUonrEVExaWe76MoFsWCMQK16FBuk1NTVgWTbG/oacWxJNVKlU67LOTHM4SASNFFIyGo7jEAgE4PP5+FoH4YeS+NA5nU40NDTAaDTGbCOTRCGZ+sEwTNKpH4kQRgrTBbnInjp1Cnq9Hs3NzSkv0l+rtc7s7CwsFgsMBgMaGhpE61upefVqRY4wlUXGuEWLC7VaDbPZjB2mxfP8p3NjS4rCTL3wppK/XVw0Yd9enLoHjpWeT2HTSl1dHUKhEN+0IiwZIM1HRqNxTd+HbBBc2RIpXGqdxLbIZDKhvr5edG6FU3SEnc3piJJlW01htqxVCBWFrwJYluW7i4HYdLHT6YTFYoFWq0VLS0vCL/NqG0BWylKicHJyEh0dHSgpKUFtbe2qLrrE4y9d74fjOIyOjgIAysvLUV5enpYb2GojhRzHYWRkBL29vaitrUVZWVlCA+PlrGG5r10O8cQFKYgP2UYBcAAYPN82gY9fWQij0ZgVN9504PQGcWZolv93fYE2pdtfy2dWJpMhPz8/xsKImMl7vV4YDAZeSKy0aYWKwtSxUgET79wSkdjV1QW32w29Xs9HEtf6ACBcZzYcTyB5o0kml7RQUXiJQ5pJ4nkPchyHwcFBDAwMoKamZknhIpFI1qXRRCKRIBgMxvxc2Pyybds2/oK0lv2k48sZDAbR3t6O+fl5AEBJScm6dzgnIxQK8VHhZBNpVrrtdF3ohP5rW7cCupcPYd7PYtbH4tArrTDIF5sd8vLyoNVqRcc7ky/Aa/1cHOqcBit4e1V5qavzSrXoirZIId2vNpttVU0rmdTZm4hsEK7A2o+lQqFAYWEh7/jg8/n4Bzmr1crb36z2AYCQTdE3mj6mZBRkVJ3P54vrPej3+9HW1gafz4fGxkbo9folt7mR6WO32w2r1QqJRLKqdHE80hEpnJubg8ViQU5ODpqamnDs2LF173BOhsvlgsVigVKpRHNzc9IUT6bOPq7J16J1ZA4A4DHW4uYdJlGzg3DSQyabL6eCZ9umRP+uNmeuKIxGo9FAo9EkbFqRSqUxk1bWc32pIBsihRzHpbzhTqVS8TXDQOQBgHgkDg8PIxQKLauxLJps6j5OZl6dyVBReAkSPaouWhDa7Xa0tbXBZDJh586dyw7rb5QonJiYQGdnJ0pLS1FTU5PSWaKpej8kXdzT04Pq6mpUVFSIOo/TxUpEITmO5eXlqK6uXvIiHG/b8W7E6Z7BHM2uslxeFD5jncJ9V1SKmh1IQfzw8DCcTif/+SezfjPFfHmtuPwhvNRj5/8tkzAoyU1/sX86WGnTitlszpru40xvjCDf23QeS/IAQGxv3G43/wDQ19cHACL7m+hoPyHb0seJRCEpX8pELo2rIwXA0t6DLMuit7cXY2NjvC3KSlhPUchxHMLhMLq6umCz2bB9+3beziTV+1krJB07OzuLXbt2xTTppPOYLUcUElPviYmJFR3HlVy01tMPcEvRYjPF+REn5rxB6NWRG290QXx7eztcLhcAxJgv5+XlITc3d8NuMksdrw88dg6nBmaxr8aMH76lIeb3R7ttCIQXt1FhUotmHqdifRt141pO04pCoYBSqcT09HTKatZSTbZEM4H0ikIhDMNAq9VCq9WisrJSZHRvs9nQ3d0dEyVWq9VgGCbr0se0ppCyYSzlPejxeGC1WsFx3LLMneOxXo0mDMMgEAjg9OnTvFdiOuwOUpE+FqZjo5t0yNPgRkYKfT4fLBYLf95XmnbPhJrCaGrzFm1XWA442mPH63bGHxMolUqhVquxbds2AIvmyzabDUNDQ2BZVjSKLxMMegmnB5xw+cM4Nzwb9/fPtk2L/l2VwtQxIVOORXRjg9/vh8Vigcfj4ctgyMg2s9m8oWJfSDakj9dbFEYTbXQfL0pMpiEFAoF1qWtPBdkkYIVQUXgJED2qLvqDSNKGxcXFyzZ3jsd6NJqQp0an04nKykpUV1en7WK11kjh2NgYuru7UVFRgaqqqrg30HR2OJPtJ3oPpEwgPz8f9fX1K75Axdt2IpGwnuKhNmpix6GO6YSicCnz5fn5edjtdpFBr3AUXyp99ZazPkIozMLlj9RDVphixZ4vGMYL3TbRz6pS6FEIZHY0Q6lU8inJrVu38jVrdrsdg4ODvNgnIjFROjLdZIMoJNf0TFlndJRYOI87FArh/PnzyMnJERlpZ5pJNMuy4DiOpo8p6wvHcQgGg/B6vXG9B0OhELq6umC321OSfk13+pisd3p6GhqNBrW1tWnbF7B6wRYOh9HZ2Qm73Y6dO3cmnQ28EZFCMj1laGiILxN49MQIXL4g/u2a6jVtOxWvXSs6lQx5WgVsrgAA4IVuGwIhFgqZ+KY26w3g6Q4nrq2IX9PFMAz0ej30ej2qq6sRDocxOzsLm80m8l4TjuJbrxSlZWwO5GhuL461mXmp1w5PQPyAlsomEyDzU5/CmsLomjUi9oXpSKGJ9npN48j0YwgsCtdMXadwGtLQ0BD27t3L2xv19PTA5XJBp9Px5zcTSglIg1s8UZjJD1sAFYVZC/Ee7OjoAMMwqK2tFX2p5+fnYbVaoVAo0NLSkpKIRzpFIUnDKhQK1NXVYWxsLC37EbKa9+N2u2GxWCCTyZZ1XNNle0OIFmPBYBBtbW3weDxobGyETqfDh35nwYu9DgDAlXUm7C6Lb0ETb9urXUe6qS/QwuaKvCeXP4wzQ7O4omZRnPuDIVz2zaMAAAV0aNy19DaFwgEQ++qRFKWwYzI3N3dNN9Jkx+tgx2JquDY/VhQKu44lTCSNnko7GuH6zg87sbt8eZ+Z9SSR4IoW+/GmcajVar5sIJ2RpmyIFGbDGgksy0KpVMJoNPL2N36/n7e/If6Xubm5Ivub9U7jkuhrov1msjCkojALCYVC8Hq9vJef0GNK2AVbWVmZMK25GtIhCsloPZKGra6uht1uX9eGluWymi7odIsl4XsgdjharRZ79+7lux7f1FjEi8L3P3YRT7yvCeXGpWsL11vorYS6/Bwc73Pw/z7YMS0ShUr54qXtlTE/PrKCbT/4FysOdtiwuVCLX7+rSeSrR0bx9ff3A0DMKL5Ufdde6ll8b/k68YNHIMTicOdi6pj4FKajpvDxc9P48ctjUMslOPGpA1ApMueWsdzu43jTOIiI6O3txfnz56HX60XTOFIVacoGwZUNawQSp2SVSiWKi4v5xklSN+xwOHDhwgUEg0FRvaler0/7+yX1hMnKbTI1Mps533DKksTzHpRKpfykEqFp8u7du2EwGFK6/0Sm0qtF2LXb0NDAp2HXq8t5uelj4Yzllabh16OmkGVZjI6Ooru7m7fDEV5wrqk3w6iWYcYbgjfI4n2/vYDH390Io2Zpq4xMTB8DQE1eVF1h5zQ+d8sm0ftWyiTwh1j0z6zMq/D04CxmvUFcHJsT/Vyj0aCiooK3G5qbm4PNZsPExATa29tjLFNWG30KhFh0Tbn4f0efp1cGZjDnC0EhZfjuY41CinxtaqNdYZbFL1+ZWPhvLqMEIbD61KzQDB0QR5qERsupaFrJpvRxprPc2sfoumG3282f34GBAVG9qclkWtIkfbVrzcYmE4CKwqwhkfcgEVAzMzNoa2uDTqdDS0tLWryxpFIp3928Vubn52GxWKBSqWK6djNpxrLX64XFYgGAVc9YTrdYmpiYgN/vj2uHQ9bwtuZS/OjoIABg1OnHR/5gwf+8rQEqeXLH/eX4FCZ6bTqpKxCLwtFZHzonXSK7mrwcOUadfjh87IpuzhpF5JgEQok/G8KOSbfSDAc3B7MyBJkswFumkDFfJPoU7yYRb03nR5wICcaURItCPnXMMMBC5WG1OXVRSsILI2F4F47BDVsLUrrtVJAqwSWMNHEcx0eaUtG0kg2CK1u8/8i1eiViS2h/Qx7mSL2p3W5Hd3c3H0lOZcSfikJKWiHNJPFG1UkkEszPz6O1tRV1dXUoLS1N25NpKsSaML1dVVWFysrKmPWutx9iIqanp9He3o6ioqJVd22n8714PB7MzMxALpejubk5aX3j7Q2F+PHRQb55oXV0Hp95qgMP3bkNUknyjuLl3HzXWxTW5sV22h7smBaJwqq8HIw6/WA5oM/mielaTkTOQkQsxHI43mvHA09YwTDAy588EPf1n/lzG3ptHqjlEpz//HUAItEncuO5ePEigsGgaBSfTqeLuy0AeKXfIfq3QSAKwyyH5zsiojAQYiGTMAixXMpTx95AGE/2Ln5u77+yMqXbTwXpGHPHMMyKmlaIh16yNWa64MqGNQIRoUUCIaslXr2p0+mEw+HgI/4KhULUlLSa6VnZOs0EoKIwo1nKe9Dn82F0dBR+vx9NTU1JbzSpYK0CJxQKob29HU6nM2FUi+xnPQRGotSu0OR769atfJpptftIx3uZnp7m/bsKCwuXbHgpzlWhpcqAVwZm+Z8d7LTjW8/14rM31SaM/gHLj8ispyg05chh0Mgx61ksZzjUacOHr6nh/72pQIuXF2opj/c5li0KlfLFm07rqBN2d6TL2eUPQauMvWSSqJ5EIK6VSiU/5it6gkNvby8kEgmUSiWkUim8Xq/oxnO8b4b/bwkD6FWLovDM0Cwc7iDUcgm8QRZGjRzTrkDKReEjxwbhW2hu1quk2FyU3mvLaliP1Oxym1aEIkKY9ciW9HE2CJh0RDSF9je1tbW8A4HdbsfQ0BAsFgvflETO73KaNpcTKczUzwUVhRlKtPdgtGUAiWJptVrI5fK0C0JgbaKQNEFoNJqYdHEq97MS4u2HmD2zLLtqk+/ofaRSLLEsi76+PoyOjmLr1q2w2WxL/9ECdzQU4pWBWUglQHjhbT9+egwluUq88/LymNevtPuY0Dflwuf/2oGpeR+e+/f9abn4MQyD2rwcnBma5X9mGZvD5JwPhfqI0XmNoBv3aLcNb78s9j3GQxg5nfUu1iMOO7zYWhz7PQsTUYjEEVfhBAcSneju7obL5cLRo0d5YZGTa0LriJP/21y1XLQekjrO1yoxNOPlJ5hUx4mcrpbpeT9+9uIA/+9bthdl5A1sIwRXsqYVYo8iLBvIhtRstkQK10O8RjsQBIPBmEk6Wq1WVBYSr1Qr2TSTTCc7V30Js5T3IBlZNj4+js2bN0MqlWJgYGBd1rYascZxHEZGRtDb2xu3CSIeJIKX7ot+dBSPmD3n5eVh06ZNKbkApbLRxO/3w2q1IhgM8oLVbrcvW3RevzkPGkUP729HKtIeOtiPQp0St2yPHxFdzvaFx/KXxwd5sfa706O4p7lsWetbKbX5i6JQLmUQDHM43GnDWxb2R8QhEKnTW+7nSfiKybnFGtp+mzuuKGT52bHLWzeJTphMJqhUKmzbto0XFs+c7hLVE+qVEv6mzbIcnm2PiEJyDj2BiGhNZaTwh4f74BfUU96yozBl204lmTD7OF7TCokIWywW+Hw+dHZ2wul0rlvn60rJFlG4EXV6crlcdH6JTZXdbufHZpKHAJPJxNcOJ1trpjo6EKgozCBIkTPpJo4WhG63G1arFQzDiETBekTVgJWPuVttNzS5QKVbFBKRy7Is+vv7MTIysqqZ0MlIVfp4ZmYGVqsVRqMRu3bt4i84K9m+RiHFa7bm4c+tkyjJVWLM6Ue+VoFpVwCf+2sn8rQKNFcaRGsHVi4K795bhj+eHQcAfOOZLly7KQ9FuakfUyhMBwcXunAPdk4LROFimsfpDWFk1rcsKx4h485FUThg98R9DR8pXMVnlTSNkRvPP0bkAAb438vCfhw8eBAmkwnTbA4m5/xQy6WwuQNgEHlfQOpEYfeUC388O8r/WyOXYK/gM5FJZGJqNrps4PDhwzCbzZibm8PAwAA4jhN5XW7UpBUh2SQKN3qdCoUCRUVFvE2V1+vlRaLFYoHf74fRaOTPaaJju9HnPBlUFGYIQu/B6GYSjuMwMTGBrq6uGI+89Rg9R1jJvpxOJ6xWK3JyclbcDU3eW7ovVhKJhB+bFAgE0NTUBK021ih4LaxVFHIch+HhYfT19aG+vh4lJSWiC8pKt39HQxH+3DqJWU8QKhmDaVcA24q0aJtw4d//aMWv79uNugWxtRJRKHzdpgItH4X0h1g8+FQb/vfePSm/EBJRqJBJ+E7h430OuP0h5ChlKIjy9zs9OLMsURgWvN3JuQD/38Oz3qSvl6bg7Z2IajKpKs7D5ZfXwm6347dHhwEAJeoweoNAaa4cI84g8rQK6FTxL+UrFU7/9Ww3BIFKXFljgFyamYIhE0WhELK24uJi5Obm8jZGDocD09PT6OrqglwuF3W+rqapYa1kgthaDpnY0atWq1FaWorS0lJwHMePWxwcHITX68XBgwf5hwCTyQS9Xs//baZ+dqko3GCI96Df7+e9B6NH1XV2dsLhcGDHjh18rQOBhKrXg+Wkj4UipqamBuXl5Sv+8AtFYTrx+/2w2WzIz89HQ0NDWmpA1lIfSRpz5ubm0NjYKLqgEFYqChvL9SgzqDAy68Ot2/Lxj7ZpjMx60VCiw4WxeXzwdxb83327UahXrrqmUCmXojY/Bz3TbgDAy70O/OHMKO7eu3QaedYbwKTTv6zGBiJegwsFkjqlDPP+EF7udeCmbQUwauSQMoui7eTADN6wu2TJ7ZLtAcCsZ1EUjs3Gt2PiI4UrvLFGn7d5XwiWKG9EY44COp0OWq0WFxyRCF6BUY/euTkYZGGMADDKIhF5cuMRfo7v/+15vNzrwL4aE35x756k6znWa8cL3XbRzw7Uxm8GywTS0X2caoQPtkIbI9K0MjMzA4fDsaymlXSuMdPEVjwyfZ0MwyAnJwc5OTlwu93gOA7l5eV8OUFPTw9fOrJlyxaoVKnPnqQCKgo3kGjvwWgH9Lm5OVitVt7LL17X00pTumthKYFDRqy53W7s2bMHubmrG42VblHIcRwGBwcxPT0NvV6Pbdu2pe3mstpIocvlwsWLF6FWq5NGWle6fYZhcMeCPY3NHcCmghx0TblRblRh3h9Cv92LD/3egl+9Yxc08sU0/nK2K3zdtmIdLwoB4Jv/6sa+GhPKTYnTnHf/4iTOj8zBpJHj+KevXnKfRXolNAopX1+nkDGAP2JkfdO2AjAMA5NaimlP5PcnB2aSbY5HKAo9wcX/npjzx309ed/SNX6GTg3OiKJ0wKJHYeekC8MzXihlEsz4ImsqLcyDxT6FTUUGsCzL1zgR42WTyYRjfQ6EWA7tE/NJ9x1mOXzr2W7RzyQMsK/GsKb3lE5WGimc8wZx58Ov4Gt3bMVl1eal/yAFJFujRCLhBeBymlYSeV2uFZo+Tj3hcBhKpRI6nQ46nQ5VVVVgWZY3vM/kJpTsOMKXIMFgEC6XC36/HxKJRCQIOY7D0NAQzp49i+LiYuzevTthGzwRautRvJpMFM7OzuLkyZN8veNqBSGwOAIoHaIwEAigtbUV4+PjKC4uhlqtTnvd4krPzfj4OM6cOYOioiLs2rUraep9NaLz9oZI48CpQSc+eFUFAODv1ml8+OoqmHPk6Jpy46N/tPLiiGyfZVnY7XYEAoGYbUavY2tUpM8TCOPBp9rARqseAWScm8MTxOhM/FRt9D6FdYUzC/Y0h7tsCC2sPS9n8eI7MuMTNY4kIhiOv8bp+VhRaB13CjqU1/Z5PSEY20dS0QZ15Nz/a6Hr+IoaEz/thEQot5absX37dhw4cABXXXUVSkpK4HK58KvnzvLv5apKDVwuV8LPylOt4+iYcIlS4HV6Drnq1Jvgp4qVNJr0Trtx/fdexvCMD+949ByGEtSHppqVCC5SW7p161ZceeWVuOaaa1BVVYVAIACLxYKDBw/i5MmT6O3txezsbMquj9kkCjM5Uigk3lolEgkMBgNqamqWZWuzUWT+J+ESgzSTuN1uhEIhyGQy0RcyEAjgwoULGBkZwZ49e5acXSyVSsFx3LqIwnhRSY7jMDAwgPPnz6OiogI7d+5MyTSVdNjSOJ1OnDp1ClKplJ9Oku4o60rEbTgcRkdHB3p6erBjxw5UV1enxTS6JFeFlspccAB6bR7ctTtSNP2zFwfxudfUgkFEMH7ur13guMUSh3PnzuHChQs4dOgQjh07hs7OTr7RKXqdpEuXTAeRShicHJjFb14ZTriuj1676DH4rWe7lvVeiIm1VikFywE5CilmPUGcX7B1MWvET+SnB2eX3KYwUijEHQjD5ROPzHN6Fv+9mto74XF7RRDJVC8cN2NOJH1IrGjq8nPAckCZUY3xBYFbLWgyIabLu3fvxtGZxfrYPcYgjh07hhdeeAEXL17E2NgY39DmDYTx3wd7AURS7WRFDesTTFs1y40UPt8+hTf87BXMLZy7UoMKFWmYEx0NuS6vVnCpVCqUlJRg586duPrqq7F//34UFRVhbm4OZ86cwaFDh3D27FkMDg4mFfxLkS2iMNPTx0KyScBGk7kxzEuQaO/B6PpBh8OBtrY25Obmorm5eVniar2aMsi+hFYxgUAAbW1t8Hg8CWve1rqvVCCsc6ytrUVZWRnvjJ9uMb1c0SYcp7d3795lF5yvNj19R0MRTg468fSFSfzffbtxqMuOnmkPXu6b5aee/KvdBrZUgh0Lnnomkwl79+7lI4Y2mw0XLlxAKBQCwzCYnJyEWq2GVqvFlqKIICGpXbLGh57vwVX15pjZxQBQX6DlrWWe77BhzhuEfolIFYkU6lVyuPxhlBvV6Jh04WCHDXsrjTGi8NTgLF67syjpNhNFCgFg1OnDZtWi2PIFF+t5ZWtoyHC4A+iYWJx3HBGYYRg1cvROu9Ez7YZcyoBbODuN5Xoc7Ix4VMbrPO6ddqNtPLI9CYA3XHcZJOB4z7WBgQFcuHABOp0OB8flmJr3i1LxALDdmJpGDtL4k2qWEoUsy+GHR/rwkxf6RT//0VsaUr6WeJDPfCqOobBeTTh72263Y2pqCp2dnZDL5aJJK8utWQuHw+tSu7hWskloJZtoQi1pKOA4DqFQCB6Ph/9gCwWc0BKlrq4upsM0GWQ762GWKRSgpN7RYDCgpaUl5ftOlWAT2uJE1zmmK0UtZDmizW63w2q1orCwEPX19SsS96sVhTdsycPX/tWDoRkfBhxefPy6anzhb134h3UKJXolxhbq554blcB8uB33XRkZoSiVSiGXy0W2Gy6XC2fOnMHc3ByOHz8OuVyOvLw8FGhlmHKFUJunQa/Ng3KjGsMzXnzmz1Y89u69MSKKYRg0VeTiRP8swiyHx0+N4P4D1UnfBxGFxCuQhLkOdU7j06+pR55GfGE+Pbh0XWGiSCEAjM56sblwURQK/fxkCcYFLgdS76hVSuHyh/n3Y9TI8dyCN+Hl1SZYxiK1gZsLdXj6wiQYBqiIU6f56PEh/r9rC3L4KGZeXh5MJjM2b4481HUNT+CJg5FaQn8wBIABB6AuTw2TYn7Ngub7h3rw06MDeNOeEnz5tq2iqS9rJZkonPeF8MknLDjcJTZ3v3VHIbYVp+7hNRnk2pKOh3Vh00pNTU3cSRwajUbUtJIoyJAtkcJsqylMdk/M5Aap7DjCWQwZVedyufjuYuEH2+v14ty5c7DZbGhqalrx7GIy6WQ9OpDJugcGBtDa2oqqqips3749LWI0FYJtbm4Op06dAsdxaGlpialzXI/JKcn2wXEc+vr6YLFYsGnTJmzevHnFF73VimeNQoqbtuQBAJ66MIk7GgrRWK6HN8giXyeOGvy+V4Jeb/zaS4ZhoNPpoFKpUFNTg+uvvx4NDQ1QKBQoUUfed6E8IjDnvQFolVK0jszhl8eGYrYFALftXPSI/OWxId5qJhFEFDoW6glHZry4rMqIu5tKEQqzMOeIb4TdU2443LE1kUKSisKoWkd/SBApXEP38Yn+iCgk00uI2DSo5Xzq+Pot+fy0kzxt5ByVGtRQyMT7nfUE8ZfzY/y/99WY+P8Osxx2fvUQ9n37KM6NzuMPbW74whyKc5UIcwzfXFSnjrzPtrY2DA0NweNZeQ3ewfYp/OSFAXAc8OT58ZQKQiCxKOydduONPz+Jw102kRG5TMLgY9fVpnQNyUinKIyGTOLYtGkTrrjiClx33XXYtGkTAKCrqwsHDx7E8ePH+ZIP4f0iW9Ky2bJOILuimtHQSGEaCYfD8Hg8cb0HAWBqagodHR0oKChAfX39qj9E69WBHAxGbryTk5Npn7W8lvfEcRxGR0fR09ODqqoqVFZWJhQ0G5U+DgQCsFqt/Nzq1fojruU93LGrEH+5MIln2qbx6Ztq8YVb6vGm/zmL1tF56BUAsejjADzwZDsevXcXdlcktijhOE40JmrfqAznX+iHXqeFcWYeM74w9heyeHlSgu8f6kFzqRq7qwtE5+bKusVCtllvEH+9OIG79iS2kSkzqHifQpVcApc/jM/dupmP5pnVsd+ps0OzuGFr4nnWSdPHUbY0/tDia9cSKST+hPMLdW++4KIovK2hCEq5BGUGFXxBFga1nBeN8VLHfzgzioDgPewqW3wY+tnRPoRYDnZ3AKMzPvzxTMTmhnyEyNt512v2YsJ6AlqtFuPj42hvb4dKpYLZbF6INia3S3ml34GP/uEi/+/bdqZ+Kkq8Wtbn26fwqT9b4faHoZAyCIQ5viThjY0lqFyHWkJCKtPHK0Uul6OwsBCFhZHj7vP54HA4YLPZcPHiRQQCAX6qjt/vz+jIFSEcDqekXn09SCYKSSNlpkJFYRpYalRdOBxGT08PJicnsWXLFn6EzmpZj4gXqXcEgIaGhpSbPEez2khhKBRCR0cHZmdnsWvXLhiNiUXMekUKo0Wb0+mExWKBXq/Hzp071xRpXYsobCzP5T0LD3ba8LodhXhTgwmPn7eD5e2nI/hDLD70u4t4/D17UZ0fe+7jXeRIB/LAXBj3Xl6JHxzphwNaXFYOvDLswSf+dAGfaZKiMD8PeXl5MJvNKMpVoVCvxORC+vp/Xx7EnbuLE15EZVIJqswadE26UGnSoHPShXNDs4uicKH7WPhuTg0uJQqTp4+F+AWWNb02F9rH57B1henJyTk/+m0eSBhEmmWUUrj9YUiYyOzjd+2rxLv2VeKRY4MAgMaKXFy/JR+FehVUcvGDZjDM4rcnxc08DQuiMMxy+J+XIxFamYTBM21TYLnI9s4OOaGSS+BbiBTvLNFjwgpUVVVBpVIhFAphZmYGNptNZJdCzpvRaOQfei1jc/jgY62icX2vbUjdlCCCsIkjun4wT6uAzRUQPTB8+JqaZJtLOeTakgkCgDStkJIPt9vN29/Mzs7C6XTC4XDwD3Q5OTkZsW4h2RR9o2PuKDwsy8LhcMDv90Oj0cQdVWexWEQdsGslnVNNOI5Df38/hoeHUV9fj66u5XWFrpXVCDaXywWLxQKlUomWlpYli6fXq9GEnBthBHO1xt7xtr/a9yBhGNzeUIifHB3EU62T2KZxY6/ahkNaOSZdIShlElHN3Iw3hPsfa8Xv3tsMU4742MZbx9aFZpOOCReK9UrIpQzaJz342Vt3ofPPbRhxB3HWV4DXK+Wixoc9BTI8syAKe6fdONptx9Wb8hK+j6YKAwxqGQp1KnROunB2eJYfdUcaTYQrO7VEXeFKIoUBgYB0B1icG3auSBQyDINXBiJRwlJDpOay3BBpljFo5KKUK5nz3FRhQJ5WiWs2xdpaPNc+JfJTNGrkKDNEGg7+YZngG0k2F2rxQrcdMgkDxUK9IRHV123Kj0n1ymQy5OfnIz8/H8DijF/SbBQMBmE0GuGV6fHJf43DLWhYUckkaEnDqDySPo6uH9xTnotzw04wAMw5Cow7fbjv8oqYCTfphtTqZZq4YhgGWq0WWq0WFRUVeOWVV2AymSCVStfctJJOsil9nKzRJNOhNYUpJBQKweVyYWhoCKOjoyJByHEcxsbGcPr0aeTl5aGxsTFlI43SlT4mNiRTU1NoampCSUnJuqWqVyoKibdfQUEBdu/evaxuuvVsNAmHw2hra8PAwAB2796NioqKlHUlrkXY3r6Q1ntlYBbtgxPY19KEz9+yGQDi1vMNOrz44GOt8AbEDyHx1lFqWPx8H+6y48YtEUHx9IUJfPF1WwAAvzo9iYC2GPv27cO1116L6upqbM8TP6v+6GAH5ufnE77PL71uC37zrr24Y3ckGnV2yMn/LkchhSrq2tw+Ph9jLSMkeaQwShRGHSPdCrpsyfs50RcRqaT+sdyoRpVZgwqjRvRaXhQmEVi/Oi6OEu4qy134nHP47vO9/M9nvZFSkNsbivgmF1Jred2W/CVTn2TGb0NDA6655hrs27cPnNqATz8zIvBtjNBcmQulPPU3SI7jMDjjw5t+EakfVMgkeFtLGc4NR87/bQ1FGHf6kKuW4b37K8FxHD75hGXZJuapWF+mCcJ4sCwLrVaLmpoaNDc383XBKpUKQ0NDOHLkCF588UW0tbVhcnKSLyNab7IlUshxHN8/EA+aPn4VQHzcfD4fWJaFXC4XGfwKU5o7d+6EyWRKsrWVk45Iod1uR1tbG8xms2gE3HqkXFeyn3A4jK6uLthstrhjAJfax3pECoPBIE6fPg25XI7m5uaUGpeuVdjqpUFsMjDomuUwIiuBVqvFNZu0uHaTGYe77HH/5vyIE594woIf3N3AN0YAsWkRiYRBuVGF4ZmIkCIRrH+1TeHTN9Xjlu2F+Kd1Ep/+sxV/vr+FFxpvMuThoRNH+e1cmPDh988eR61Jzte0mc3mmOO4uywXDAMMz3gxPe/nzbCNagnGXZFjROrMzg7P4kB9bPSR47ikkcJZbxAuXwjahVnDMaIwwQziaGbcAdz7xAiMKil8HHk2jxzLy6qN+NE9u0SvH7B74HAHoZRJsD1BJPL8sJP3ZyTsLI289l/tUxhzLgra0VkfdCoZtEoZWA5oKNXjwugc1HIJLq82rqgejmEY+KHAFw5Nw+GLPXZFrB0vvvjisjphV8L5aRb/d7wN7gCLIr0S/35dLb70tw4AwFuby3BkIXL4/iuroJBJ8M5fncWJ/hk8fWECj76jEVfUpvY6HE22dPVGR+CEdcFApJacpJq7urrg8XhEk1YMBsO6iLVs6T4m9+J4x2S9PIXXQuYf4QyHZVl4PB54vZFaI5lMJppH7HQ6cfLkSYRCIbS0tKRcEAKpnX/Msix6e3thsVhQV1eHbdu2iZ54MkkUut1unD59Gh6PBy0tLSsShMD6RAo9Hg9sNhumWC1+0i6FVJ5aP7C1RArHx8dx9uxZ3Lo1Unf5V8s0v63P3lQLdVS9mlAePN8xja//s3NJ8XBFzeI5OTvsxOaCHIRZDo+dGsF/vHYz8rQK9E678b1DffzrjBoF73NIuBguQkNDA5xBCV660IvDhw/j5ZdfRmdnJ2w2G8LhMHQqGeoLtAv7muX/dl+pArc1RLwJWQ7QyKV8zWI0yQQhaSQZEdQVBqKiinrV8sTO4U4bnH4OA84QZt1ByCQMbO7ImuoKYms2iel2Q6k+ptuY8KsTix3d5GzsKsuN1NsdXjy+8oWxJe/bX4m/XpwAEDHDBoD9tWao5NIVfabmfSG89//OYcAeqYuM5j23Xo7NmyPR566uLhw6dAgnTpxAd3c3HA7Hir+DLMvhB4d68XBbJGXfXGnAj97SgO881wN/iMU1m/JQYVJjzOlDoV6Jazbn4fU/fYXv8JZLGewoTV+T3OI6s0cUJhP/pGll27ZtuOqqq3D11VejoqICPp8PFy5cwMGDB3Hq1Cn09fXB6XSmTfRkS/o4mSjMBmikcA0Eg8G43oNSqRShUAiDg4Po7+9PWf1YIlKV0vX5fLBarQiFQti7dy9ycmINhjMlfTw5OYmOjg6UlpaipqZmVRffdApcIq5tNhvmGQ0+f8gODsAtPzqJX97bgHJjakoHViMKWZZFd3c3JicnsWPHDjTrDHj49HEMOrxoHZ3D7rJcFOeq8MGrKvHdQ5HCfdKooVNKMe+PXPT+7+QISgxqvGd/ZcJ17CrT4w8LHa4AML2Qovz9mVF86OpqfOW2rfjQ46145Pggbtiaj6YKA4CIjYrQzPnZtilcGHFizOlHqUGFZz58HV/TdvHiRQSDQZhMJtQbJOiaBM4MzuI12wrBMAzu2qzGzl3b8Ix1EsEwh2c+cjnKTfGPv1DkiVttAJmUQYjlMDrrw5aFJpoYUahe3iX1eP/iSLvjn7kaXZNuvOV/TwEANsURhWcF9YTxGHf6+FF4EKx7Z4kez3VMoVcwhzoY5lBqUMGkVWDGE0RxrhIDC2PfrltI8ROWumb5gmF88LHzaBufh1zCIBg1xrAmT4PqAj0APd9Q5/V6YbfbYbfbMTw8jHA4DJPJxEeBkzU5zPtC+OSTFhxeMO6+u7EI/++GTbj30TOwuwPYUqTFl2/bgtf/9BUAwE1bC3D3L07B5V98aP7523ZDt0zxvhayKX28EgGjUqlQWlqK0tJSvmmFnM++vr7IzPGF82k2m6HRaFJyHLIlfRwOh/nhCPGg6eNLEOI96PNF0jHRzSQsy8LlcsHn86V80kc8UiFubDYb2tvbkZeXh02bNiX88m10pFAoaLZt28YXvq92H+l4qvX7/bBYLAiHwygvL8fc/Dx0qhDmfGFMzPtxx8On8fmb6/CGXUXr3mji9/tx8eJFsCwranS6aWs+nrowib+0TmL3Qrfq21tK8btX+jHmjogMCQPM+yMROWKd8u1nu1GkV6I4wTq2FYsjMg53EDplZBTdXy9M4E1NpbhzdzGePD+Oz/zZiqc+eDk0CikurzbxXoakK5c0vYzN+sAyUhQXF6O4uJi/MdlsNlSORPz5jlqH8brSSOSNZVkoZBJUmzXomnKj1+ZOKAqF9YQahQTuwOK/JQvnStiBHB1Z1C6zptC6YEINAGq5FFIJA44DTDlymLWx0WRST9iYoJ7wtyeHEWY5qGQS+AR2NXqVDD8+Ip7o8Ykb61Cbn4OfLnTq3rq9CP97bBAMA1yzkFJfTvo4GGbxsT9exKnBWd72hWDSyOHwBHF1nBQ9pHK898khfPPObbi2oQEulws2mw02mw1dXV0Jmxx6p9348O9a0W/zQCGT4E1VIXz02ko88IQF3VNuFOiUePitu/GH06OY8QRhUMtjxiq+sbEE+2rXZ35fNkUKV7tOYdNKZWUlP9jAbrdjYmICHR0dUCgUotKB1TatZEv6mIyvzVYy/whnGOFwGG63G16vFwzDxAhC8rQEAC0tLWkXhMDaagpZlkVPTw+sVivq6+uxdevWpE9j6ex0jt5PtCj0er385Izm5uY1CUIgPenjmZkZnDx5Emq1Gk1NTVAqlZAwDH7/7kaQrF8wzOGLf+/Gx/7UtqSR8lKsRBTOzMzg04+/Ak6mRFNTk6jR6Y6GSMPJv9qn4V0Y3SaXSvC2zYufBTIVQyWXiDz5Pv1nK9psobjrqMvXiuoOAfCdqb8+MQSO4/DgLZtRpFdiyOHFd56LTNdoqjTw+yDBJyJEOQC/OzUiOgZarRZVVVW48+o9AIBhNwNGpuBroV5++WUUqiMb6pyYS3iMiLCRMIBaIb6wk/cnbDaJbkohM4uTwXEcn4KWLKy/ZzoSFa2PEyWcnvdj0OEFwwB7BJ6DBE8gzEdjfSGWT+HuLNXjUOc0OicXI66FeiXeu78S+VolLozOQS5lYNREomY5CimmXX7Re00Ey3J48C9tONxpg0zCxIhjYkcT3TUeCLF4/c9Oot/uwd2/OI2xGS90Oh2qq6uxd+9e3HDDDTFNDi+99BIefe4s3vjwK+i3eVCkV+Kxd+9Fcx6L/zo4gJd6HVDLJfjZW3dBJmXwywXrHtJMw793nRKffc2mpO8rlbwaRGE0EokEBoMBtbW1aGlpwfXXX48dO3ZAoVBgYGCAP59tbW2YmppaUdNKNkUKs2Gdicj8T2yGwHEcAoEAXC4XAoEAXztIIOLKYrGguLgYMpls3Z4WVpvS9Xq9OHv2LBwOB/bu3YuiouQzYYH1jRQKb0zT09M4deoUcnNzYwTNWvaRyvnKZNJLbW0tL66JaCszqvGl14pvSIe67LjzF2dwtMeRYKtLsxxRyHEchoaGcPv/XMDBUeCBw/NwBcTvu6kiF6W5Srj8YRzqXGww2WSU4ubNESHiD7HQKaWYng9gv6BIPxjm8NAr8xiYia3TU8gkqMsXlyGwXER0dU25caJ/BjqVDF+7YxsA4LcnR3C8zwGtUsY3SQCAXiUTGTI/IhjjJqTMoEK+ToEQy8GnKURNTQ1MJhNqampQpo1c7l680ItTp06hv78/pquZiDy5VALlgopfKMFDKExEYeJIoTJBvZ+QkRkvH/UkL++ajKR36/NjSzZIfeSmAm3cWdBPtY7D6Q0hdyF1TUReQ4kOP46a+3tNfR4YhsFjC16GN28vxF9axwEALn8Yb//lGdHr40UKOY7D15/pwtMXJiCN8/sygwpzvhA0Cqko3R0Isbj/t+f5VHWhToHSqBF9EolENJnjmmuvxVGHDt94yQFPkEWtnsPnm2VQe6dweJzBn85HRv195407sL1Ej6/9swveYPzv9H/esZVvEFoPsil9nC7xKpVKkZeXh82bN2Pfvn24/vrrUV9fDwDo7OzEoUOHcPz4cXR1dcFutye9HmdTTWE2rDMRVBQuA5Zl4fV64Xa7+VZz4Zc9WlwVFBSsi3AirCZ6R0SWVqtFU1NT3PrBRPtaj/dGongkXdzW1obNmzdj06ZNKX2qTUU3WDAYxMWLFzE2NobGxkbR7GqhuL19ZyFu3CKOnNjdQXz49xb85z+7+QjdSlhKFIZCIVitVgwPD6MoN3IDnvGEcM8j52BzLUYpiWchADx9cVK0/Q9cXsSLHZJCPd7nwE1bI5FaqYSBJ8Th88+Nx7V6ISbWQkj0j6T3rqwz454Fb8EH/9KGeV8Il1cvCk9ybMjXbmLOj/bxxRSscL2N5QYAkTo8UttTXFyMqxoiI87mmBzk5+fD4XDgxIkTOHLkCC5cuICxsTG4vRFhK5cyqM2LHC/SxUzq5YSRwlBUDd1yppqcE3QIK2SR13dPJY4UnlloMolXT8iyHH690GBCzhERRUGWQ9v4vKhB6Kp6M2Y8AfzdEjnHeVoFegT1hmXGSGovWfr4x0f6+fOmUUhijsHWhZKBK2pMfFNMKMziE09YcKxv8QHoq7dvi9m2kHlfCB97oh2/OjMNALj3snI8/v4rsKW6DIc67Xh6MLLtt2/XYJPGhx8d7MQ/Ft6XfOE8kNPx+l3FcbvN00k2RAqJXdZ6rXOpppXnn38+btPKeq9zLSxHFGbyw0LmH+ENJhQKwe12w+fzQSKRxAjCyclJnDp1Cnq9nhdX69WMQVjJ/liWRVdXFy+ytmzZsqKnmvWMFAaDQZw9exYzMzNobm7mRzalCqGH5GqZn5/n5ys3NzfHlAsIU9QMw+A/bqlHQZyasd+fHceb/+csLGOxQicZyUShx+PBmTNnEAgE0NzcjP9+8w7+d8MzPrzj1+cxLrApIaPIjvfNiAyQc1VSfOzaagCA0xdCbX4OAmEOLAdsL9YhzHKQS4DXb9XHjcRsLUo8/eZgxzSGHZHI0SdvrEO5MdI1+o1nunBFzeI0GhKRE77V6HoxQmN5JLJ5dsGvjhyfTQWRB59+hw9l5RVoamoSebINDAzg5eMnAAAScFBLI39HIm+EbkE6lghHQnSqPB7nBD6KqgVRSNLH0dsDgDMLr4/nT8gwwIO3bMb+WhOm5gOQMJF0skwC/PVCRCCRQyaTMLi82oQnzo7BH2JRkqvCo1EzqI2ayGcz+jM14/HjwogTvz4xhB8eiZTHFOUqMe8Pi0RnvlaBqfnIZ+fq+kjtXpjl8Ok/t4kaYSpNahyoT1zb1zvtjvgPdkb8B7/5hm34/K2bkavTwinNxU/OucGBwRt2mnHXrnz857P9+OHR4YX3GRHEMgkDlosI38/evH5pY0K2iEJg4zplSdOK0O+yoKAAs7OzOHXqFA4dOoRz585haGihvjjDjydAI4WXLKSZxOVyIRgMQiaTiT6Q4XAY7e3t6OzsxNatW0XNGam0iFkOy40Ukpo8p9O5apG1Xu/N5/NhamoKOTk5aGpqgkaT+pml5HyuVhSOjY3h7NmzvIlvPO+1aNFm0Mjx1ds2x7wuRyHFgMOLe391Hg+/NBgTfUlEPFHYZ3OjczBilG4ymXgz7zKDGq/ZuhgtiQjDVj6dV25UY29FLjgAf1uIFpLtv7W5BOYFcTTjDkAqYfB8xzTeeUUFDBo5gizQPxOIeyy3LESOhFE0YosCRLqYASBHKcM3Xr8NDAM8cW4M875Q0nTs3y5OwOWPjUw2LkTUzg3PghWsp9SghkYhRSDEYtCxUNMnSFfu27cPt99wAF+6sQzvb9Qh6J4FALAB8Wi7IMvx9Y0lBnHR/HIiAKSTGIhM+5j3hTDujAiptz96Flu/9Dz+YYlYxbj9IbRPRB4U4kUKGYbBVXVm7KuJRFX3lBvwwQPVuLLWjPaJeZFI3VOeC41CisdPR+oPx50+voGIoIy2IVp4P2//5Vm86Ren8LV/RiYabSrIwYTTD7mUEXVov7GxBBdGIzWbB+rzwLIcPv90G/62YH1DeN+VVQmP1fMdU3jTL06K6gffsLuEX/MHHjsPb5DFVgOL915Vi88dcuCF4cXatBALSAGEFx7G3rtbh5DHua7XZCA70sfkgTUTxBapDa6srERjYyOuu+46NDU1Qa/XY2Ii8vk5ceIEn5Xx++PbSm00yRpNMt2jEKCiMC7xvAeFX26Xy4VTp07x/njRDQ9SqZR3NV8PlhMpnJqaEtXkrVZkpTtSyHEc+vr6MDU1Ba1Wu2Tjy1og53Sl74c8EPT29mLnzp2oqkp8g4vX4byvxoi3N5cCiHjmAZHmi/p8DUIshx+9MIh3/roVwzPemO3Few/C7R/snMbrHz6Dex7rhrG0GvX19aIL/vv2V4j+fmLOj/t+08o3I5CGk6cuTPI3NY7jIGEYfO6WSC2QwxPkx5b99Gg/vv2G7WAAPN/rwmOCBhDCtiIdPnx1NZ++i+5U/f3pEV7cNVcZ8c7LK3DHriI0VxkTWrAAkRrHv16YiPn51mIdVHIJnN4QRpyLYkEiYfj6RpKujcas1+CeK7fgfTc3Y1tdFQBAo4yN7J7rGoTf74dKvrIaNW8gjO6pxXStUsrwazEs1ASyHLBlIY18YXQOYTZiIVOcm7hr87n2SIr1tTsL8e/X1cDuibxv4WfjqjozXuyxY2Thc8UhEullOfDbVsmkor9jGAb/sEyIUsx7ynPRNeWGNKrBRC2XoDhXDY4DNhVqUaRX4st/78CT58ZFazXnyHF7Q2z9MvEf/PDjF+D2h9FcacCT91/G15a6/CHc/9vzmJ4PoC5fgysKOLz1kbOwLtjhEBgAxQYVODA4UKPH3iIZLBbLuvnpLb6fzI8UZpIojEbYtLJrV8TMffv27XzTyuHDh/HSSy+hvb0dU1NTCIUSTylaT5aKFGa6JU3mfRI2mGAwCJfLBb/fD4lEwjcLAAtdgyMjOH36NAoKCrBnz5647fXkC7ZeT6bJIoXhcBidnZ3o6OjAli1b1lyTl05RKByrV15entLJH/Egx2El74dEW91uN5qbm5c0I0/U4fzv11ahNk8DTzCMGnOkaaZ72oMbt5ihVUrROjqHN/7PWTx5fjzpzUsoOoPBIP58ohscgCDL4D1PDMIaVXe3uVCLq6ImOTjcQbzr/y6gdXQON23NR2O5HvfsLUGIFUc6btySh2J95JxcHJ2DUSNDn82D3mk33r4zImK+/s8u9Nvcou3r1XJ89LpavPfKysgxWUg4krSsN8jiibNj/Os/dVM9vn3nDuSq5bi82ohkPH5qJOb4yKUSNCwICcukWFiTmr2uyfiiUIhhoakjXlPTxb5RHD58GG3tHUtuR4hlbA5hwXoVUgY9CyJRGNWrXhCvpJ6wMYk4nnD6cH7ECYYBbtxagKM9dlxc6CxmucU6zKvqzfjewR7+716/q5hvmiHiWyVfjJ4zDIPJOT8+9aSV/5uGUj0/Ro6cP7Lqu/aU4PTCXOkDdWZ8/Zku/O70okcleX9X1ZnxjX+JZ6jP+0L40O9a+caYey8rxyP3NfL2PKEwi//3x4vonHTBnCPH5VUGPNIVEf41eRqRP+INW/MxMhsZb/f1O3dh586duPrqq7F///6Y1OT58+cxPDwMj8eT8PiuFioKUwfx/svPz+ebVq677jrU1dWBZVl0dHTg4MGDazJFT+Vaafr4EoDjOHi9XrhcLoTD4Zh0cTAYhMViwcDAAHbt2pXUMJl8INZLFCZK6ZKaMmLhQsxj10K6ROHMzAxOnToFpVKJvXv3Qq1Wr8tcYmD5IX2bzYZTp07BYDCgsbFxWX5biWr+VHIpvnnHFsgkDPrsXly/OVJf9VyHHW/YVYSmilx4AuElrWvI9klt4/t256A0N3Ij9QZZ3Pur83i+wyb6m/fsKwewmDaUSxnM+0J4328v4MLoHH71jt14a3Mpb0EjXP8DN0aaNVyBMD9u7Ucv9OFAhQrXVufgwVs2ococPwq9uywX5hwFAmEWMgmDGU+QTw//5Gg/2IUbu0Qgjq5YSIsmeq7unHShdSTWYoY0m1gnvaL1byqMiMJEkUIhpNM3HCeVryuqwnXXXYe8fOF3iuO7mufm5uKedyKoCAopg66FtfgWGkSUMgn/2TyzhGk1EJkuA0SOb75WgR8v1PwRUcst1NWdH3aifcEQ/Mat+dhZosOsN4RSgwqVC76NwnQ9ywH3//YcHw1UyyX8cbui2sg3KpEU9NsvK8eLPZHO9XGnD78+EanxI+cuzHKQShg81TqBx0+N4obvvQwgcf0g+fwBwDee6cLRbjuUMgYVJg3+79QYODC4u6mE7woHgHftq8AL3ZE1PHjzJr5JiGEY5OTkiFKTjY2N0Gq1GBsbw4svvoijR4/CarViYmIiJfN9syF9TMRWpq8zXuexQqFAUVERtm/fjgMHDuDAgQMoKyuDx+PB+fPn8fzzz+P06dNJv4/pYDmRwkyGikLEeg8Ko4MAMDs7i5MnT4JlWbS0tMBoTB69IB2P6xkpjBZQpAHGaDSmzMIl0b7WgtDKpbq6mh+rtx4NLeRiuNR+OI5Db28vrFbrijugkxlkbynS4iPXVAEAjvXN4J2XR7pvf3NyFHsr9PjYtVWQSZik1jUMwyAcDotqG392TwN/Iw6GOfy/J9rwP8eG+HU0luuxu0wPlgP0SimCYQ5GjRzeIIsP/d6CQ5020faF679pSz7ychQLa3ZgU0EO3P4wfmtx4f9dYcLbWhJP7pFKGFy3OZJCJsKRiJFZT5CfVStkW7EOWqUUyS7nvzsdm7LesyCiLBPiCBBpNumackf/SQxEVLn8oZjxbaOzPigUCuhyhb6BDAoKCuBwOPDKK6/g8OHDuHDhAkZHR3mj++jZxHJB+tiz4N9YuBCNDYVZ/vXJROGz7ZEGjtdsK8BLvQ60jsxBKZNg2hXgPwe1eTn46j86AUSaQb571w58fSFa11Jp4CezEFHIcRyeHmR4EQlERKE3yKKlysCvi4xCvHFrAeZ8Icx4glBIGb672ZQjB7ewTyAiDMm5LDUok9YPEn59YkhUd3pu2AmlTIK31YVh1CgwtJAOf8veEpwfdiIQYnFVnRl37CpOeMwkEgmMRiPq6upw2WWX4frrr8eWLVsgkUjQ09ODgwcPLtsqJRHZEinM9DUCy4u+qdVqlJWVYdeuXbj22mtxxRVXIC8vj/8+ksjw0NAQ3G532kRiKBSikcJsJZH3oDCC1N/fj/Pnz6OiogINDQ1QKJY3u3Y9O5CF+wqHw+jo6EBnZye2bdsWU1OWyn2tlWAwyFuBNDU1obS0VGTlkgnj9AKBAM6fP4/p6Wns3bt3xc05S4nO+y4rw96KXHiDLM4Nz+FjCyLx4ZeG4Q2yeOxdu1Gbp4lrXcOyLAYHBxEOh0W1jVVmDe6/Ulw7+P3DA/jUXzoQDEfmnL7niki0MNKlCcx4gthUkINgmMPHn2jDX6MaTQhSCYP3LaSBWW4xJXhk0IcO29JG3DdsjUTWZhdq3rqm3Ni1kOr97cnYbmKZVIKWquQPYf+wTPLbI5CpLKNzQTj9i8efpI+HHB74lrAAyl0QhbPeYMy84Tv3RARHWBClYgBUVlbyXc27d+8WmTC/+OKLON2/6AF5Y40Gt9bn8DWGwtF0ANA+4YInEIZeJYvxeiQ43AGcGoikbK/fks9HCesXxG+OMnJzOj00y9sAfel1W/DgU20gvtujsz4+SqlaqHE90m3HobFFJSxlAIcnhHKjGoV61aLtzcL7f9e+Chztjoh64ifZWJ4bmWCjkmHaFfvZ0ChkCesHCYc7p/GNZyLiVSph4HAHUW5U41f37kSuAnj4xQEAEQ/H2nwtzg07oVFI8ZXbtq4oIiOTyVBQUICtW7fiyiuvxDXXXBMz35dEnaK9LRORDYIrm7z/VnIsGYaBTqdDVVUV/31sbGyETqfD+Pg4XnrpJbzwwgtpaVohmcZka8tkMvsTm0ZIujiR9yCpb5uYmEBTU9OKZxevd6SQRDvPnDkDl8uVkokfyfa1VpxOJ06ePAmJRILm5mbodGIvu3SNoIsm2X6cTidOnToFuVyecBb0UizlIyiVMPja7ZuhljFoHZ3D8KwXn7i+BgDw8EtDeK7dhsfftZtvTCHWNWcHbDh79izcbjckEklMbeP79legwihObz/TNo2bf3QSNlcAB+pNqMvXwBtkceXC2K/eaTcO1JoQ5oAHn+7E706PxV3/XY2lfISofcKF5oWmk5+dcsRNtQq5otoIg1qObSU6XLMpst+iXBUYBnip14HeaTde6rHhNd9/GTOeyIVa6FcYD3+IxV/Oj4l+ZtDIF5tKHIsF6HlaBQwaOVgOonnA8SBm0E5vEEqp+FJJTJtDAsEvvDyQc0JMmK+77jrkFFaKBOoegx8FMh/sUaUBxHqGH21XYRCl1IUc7JgGy0UiqsMzXj6KRrqZycxfcl5KDSpolTJe9APAbbuKeTNtpUyCeW8Qn3m6G8KkfZiLCMwvvXYz/rbQ3FNuVCPEcthTnos95QZRXehdjSW8JRDp1I5+CyQiHV0/SGgbn8P/++NFXsyGWQ7XbsrDE/e3IBQK4xftEnCIdLV/4/Vb8d8HewEAn7yxPqYrfKVEW6VcfvnlfNTpxIkTOHz4MFpbWzEyMsJHgaPJhvRxNghXYO3ilUSGa2tr+chwuppWaE1hFhIKhfjZxPG8B202G06ePAmVShVXsCyH9bSlkUqlCAaDvAVJY2NjytLF0aw1gkema5w7dw4VFRXYsWNHXCuX9TbJjl7j8PAwv8bt27evejrNcsRtsV6JhXsynjg/iT67Gw9cH/EF/MWxYTz88jA+dWMNHr5nJwq0Cgw4vHjXY214ZhjYvDW+AbBCJsEXb431ZptyBfCaH72CE/0zePdCtPDi2ByurTcjzAG9NjfeuDvSGfq1f/Xgb72xER6dSoY3Npby/+6ZdkMjA/pmgvy4tUQo5VK8+Imr8Iu378EHDkTe46HOaeyviQjEX748gPf85jwGHF78vz9YEGY5lMW5wSul4pttvE5t0pzRPbv4PWQYBpsKlldXmMunj8Mx/otjC/6OwikrkiQCQKFQoLa8GF9+3Rb+ZxVGFfodC/PTBX9ab46kj88uo56QpI5v3JKPHy1ECa+sM8HuDoiim7qFmcy3NxTho3+4INpGTZ6Gj5qq5FJ8+R+dovcFROThQ3ftwH891wMOkcjh3MIYuXfvq8TDR/sxvuBt+bbmUhxeqHMUwnKRzw4AVJjU2FGij1s/CACTcz689zfn+YgkA+Bj19XiJ/fsgt0dwIf/2I4gFzloH766Gg893wtPIBJxfMveUqSSeFGn3bt3Q6PRYHh4GC+88AJefPFFfnQbERTZILiyYY1A6oWWTCZLW9NKsrVmgyVN9k5tXgUcx8Hv98Pv98eNDrIsi97eXoyNjWHz5s3LGvuWiPUSheFwGIODgwiFQmhoaEBeXnpd+9ci1oLBIDo6OjA3N4c9e/YgV1SPJSYdc4njEf1+QqEQOjo64HQ6l1zjcljO+2AYBnc3FeP/TkUiLU+en8TWwhy8f385fv7yMP732DBYlsPHrq3CD24txLcODuGcncHv2zxom+nC64vjX2haqgy4fWcBnr44Jfp5IMzh/scteFtzCYp0CkzMB9BUmYuuKRdGnX7M+UJ4375y/OLYMP7Q6QfkNnz+9mLRd+Xtl5XjRL8Ds54gpl0BbMlToMMWwPcO9uLm7QW8CXI8iFjZU25AY0Uuzg45+ajc3y2TyNcqMO0K4Hj/DPb852EEWRZKqQT+MIschRTuQBh+gWjJ1yrwhdduidlPY0Uu/nBmFN0z4u/hpoIcnByYQedk8kihXiAEtUrxRZ6YfgtnHyukyW+uuWo5LlvoptYopCgx63FhVg5gFsIVDredhX8sB6/0RUTX7rL4D6XzvhCOL0wIKcxV4eyQEwqZhDf4Di48aRTnKjHu9EMhZXCszwGnVxwFqTRp+Ehh5+R8XJufj99QB18wjI6Fru0D9Xk43GVDhUmNGU8A312I0pk1cpwbccKxkM7XKKR8rSQAXFZlxPMd09hXY8J/vHZLXLNvtz+Etz9yho+g5qpl+O4bd+LKOjPGnT68+9dn4fRFtpm/EPk91ueAUibBf96xLWFUNVWQKLDJZEJ9fT2CwSA/Y7ujowNerxe5ubngOA4qlSqjhVcmr01IuqeZkKYVcs/3er2w2+2w2+0YHh5GOByG0WiE2WyG2WyGTqdLGAWmjSZZgtB7kOO4mGYS0qk7OzuL5ubmNQlCYH1EodvtxunTp+H3+8EwTNoFIbD6mkLSHUuadZYSWxsxY5kcz2AwiObm5jULQmB5s4kB4NM31eGq2sXaufZJNx49McJ3JT9yYgQP/uE0ZiZH8cN7duPrt2+GVinFxXE3vn1ektC65oHra3jBFc1vT43xqbnfnR7DNxa6oZ/tsKE4V4WPXxeJ5P3BMouvPdMjMoKuMmvw1w9djv9+004AQIctgKIcKWa9QXxvQSAsh/furwIAvNBtQ31BDrxBFttLFkWQP8yC5YDgwmchurYPAKZdAXROxE6CIR3I/U4WfkH9YP0yI4UyqYSPbEWbiZP0LBFeALCcexZpiigzqsEwDIacxE8w8nuFlMFtr7kO6oIKzPpYyBhgquM0768n7KI80mVDMMyhJk+DP5+LPFDc0VCEowsdwGTFi009mphObY1Cijytgo8U/tMyiWgurzbiXVeU4/NPtwMA8nLkfOq9sTwXX/xbB79vvVqGtvHIcd1TnivqZn7flZUYXJhec0WNKa4gDLMc3vrL0xhaMBffVKjFnz9wGa6sM8PhDuDdvz6LcaefT0Xfd0UFL0g/em1Nws73dCIc3Sbsgg0Gg5iensbBgwdx5swZDA4OwuVyZVS06FIaHZdKoptWhOUDwqaVeHZGycyrs6HTO/M/DSnA7/djcnKSTxdHC8KJiQneaiRV0zPS2WjCcRzGxiITK/Ly8rBjx46UzPBdDisVaxzHYXR0FGfOnEk6+WOt+1ktJJI3MTGB06dPIz8/n58AkgpWUhv50F3bUKhb3G8gzOFgpx1luZF04t97fXjRVQC9Xo/bdhbiifc1obFMBz/LJLSuMeUo8MB1NQn3ObXQADAy68PEnJ8fZ/et53qxr8aId+9Ug0GklvHBpztFkTGGYdBcZcQbdi90eS58pX5/ZhRt47E2MfG4dlMeavI0cPnDfA1g50SsWCOazBuI/6BFOmuFVJjUMKikCLGAReDXuBJbGpJCDoaiReFCpJBdXvqYMLIgdiqMkfKOIae4QabEoIZCocCQJ7LfhrJcXHvgSt5fj3Q1t7a24qkzgwCA7SU6nBqchVzKgGEgsmjRKqV8I0q3oIaSrLTKrAHDMHzzUiDM8fWiAFCoU+Kn9+zC15/p5usT33ZZOYZmvMhVy1BlzgHHAddsysOLPXb02yPv70CdGW9qLMbMQsRwZ6kOb20uQ/eUGwwDPmIazbf+1YWOhfN/w5Z8PPH+FpQa1HD5Q3j/b8+jz+aBVikFywEF6kjd5bwvhB0lerzzioq421xviKAwmUyoqqrCZZddBpPJhKmpKRw7dkw0a3ujp3JkS6PJRq4zUdOK0M7ohRdegMViwfj4OO0+zmRIM8nc3BxOnjzJW8UQQqEQ2tra0N3dje3bt6e0UzddkcJQKMRP09ixYwdqa2v5p5L1iqwt932R49vf349du3YlnfwRbz/rJQpHR0fR1dWF7du3o7a2dsVPctMuP0Lh+GslkcLlCEO1XIpfvK1BNA4OAEacfpCAy2NnJvCt53rBcRxKclX42d3bcHtFWGRdQ0a4EV6/qxCN5eKuTiBSFybkP5/pwZ27C3FVrQn+EItP/rkdV5Yr8Ykr8yBlgL9bpvDDI/0x2/nUTfXQKiSYcIWxtUgLjgO+8vfOZb1niYTBu/dFupnPDs3CoJZjfM6PkqjpHWStvhAbdz7wqcHZGJHHMAx2FGn4bRNIpHBizg+nN7kfHYmyqqLGv43FSR8vZ+4xqX0sN6rBcRwGZyP7J39JhDHvT1hpEPnrkXo2iUKFE4MRoStx2aCRM7iiUoc/LTR7kOkoJbkqhNjYJo/ahf1ULFgCDSyIOYWUgTfI8q+/9/JyOH0h3vbn8mojji74AN6ztwzv2V+Jm7bm40iXjU8Z1+Zr8ON7GvDQ8338Nv/7TQ04vfCethXp4pYX/PbkMH614G345du24Mf37IJCJkEgxOIjv7uAi6Nz0KtlfNPMDjODw502yKUMvv76bZAtkb5fb4iQ0ev1qK6uRnNzMz9rW6lUihocOjo6MD09ve5TOWj6eOXEszMiVmp9fX3wer2wWq1xz2kmRYkTkRlHOQ0IvQeJaheKjPn5eZw+fRo+nw8tLS0pT72mo/vY5XKJ1mw2m/l9Aetjlr1csUbWGggEluXtuNr9rAWfz8d3oDc3N6/qMxBiOdz+s9O47L9exq9OjIjqp4CVG2RXmzX4yuvEDSJSBhBkKfHbU2P4xrMRYSiTSnB9KYffvGMnavM0qDCqYxozGIbBf9xSHyMCwxygV0l5QTLnC+F1Pz2Ne/aWoECrQL/di0cvenBNtRbfe+N2bC3S4l0LzSlCTDkKvHOPAUBEXKjkEpwbduKpOLVp8bi9oQj5WgUm5wPYUx5J2UcLrDC3KAyJIAOAN+xeLPOYnIuNuhBRKDSN1qlkKF6IvnYv4VdIvApJdJEwMUdEodiuZymGBKJwxsfCHeQgYRZTvdsW5kQTUfg/Lw3iP/7azv89qWezunIQXPgjs8mET1xhwImBOT6ialRF1jKxcKxYLhL1I2xeeD9VpsjxIZ9PMpOaXTjed+0pwb/97gJvP/Te/VU4N+yEXMpgf50Zb/rFSTzbvthUIpcy+MrrtuCp1gm+JvA/XrcF5UY1X/94eU1sN/kL3Tb850K09/9dX4u37I14doZZDp94woJjfQ5oFFJ89XVboVfJUZenwsmJyJrvv6qKfz+ZAnkQjH7AlEqlMJvNMQ0O5AH64MGDOHnyJHp7ezE7O0tH8S2QyRFN0rSyZcsW7N+/H1KpFOXl5XwA5+DBg3jllVfQ3d2N2dnZjV7uklySjSZHjhxBXl4eSkpKIJVKIZFIeJNfMqqut7cXVVVVqKysTEuOP5WRQpIu7unpQXl5Oaqrq0VrXs24ttWyHLE2Pj6Orq6uuGtdyX4SXVhTgcPhgNVqhVQqRWVl5aq7tR9+cZBPq33nYB8efmkQ9+wtxT17S5CnVfDnZiUX9//P3nmHSVWY3/9zp+3ObO+N7ZUtLLuwFBEQUFGxYO+995JEY2KMURMTjb13sAuoaERUlCZ1l21s7733Pv3+/rgzd2d2FxBEIvl93+fJE9m5M7fMnXvPPe97zlme6MP6YBXZ7dITpkWUbrYC42rXj/e1YrFaeeBkqd2bGOjGJ9dlMGywTAlOdtf14Sgo1SjBaIFBvYWEAB11PWOYrCK9oyZuX1PMmamBfF3UyfYmI7Oqh7huaQQZwWrKCvZRqVTi7++Pv78/Pj4+KBQKTo1zZ1P1EBU9kt9hZecI//6+ipMTAyYpdyeWi1rJlXPDeebHGup7R1EKwpRq4kAPF9oGDbIiFaCue4xwHy1NfWMM6iezLGkyKOx3OpcSAt1pGzBQ1TnMbJsFzFTl6Tp1qknbgB6rVXRiiJU/4zyVmUJfLQ2NEpjyddPI6SBRfjp6R4zUdUtzSiLjrJ+9Ro0W/r1pPK6uvNfC2uIhjLZNmRmspbBdWs+g7dz0dlXSNyqtIy3MU2b1Im0zeO42L8ERo1U2qc4MEChoGqC4VRoFuGlhFGvzJHV5SqgHN36Qj95kxctVxZjJgtEiMi/al8vfzUNjA5fzo324MDMMURRlUDh/Aigsbx/injWS9cx5M0O4eWGUtO+iyN++Lue70k4JbJ6VxGPfVNA9YqR3BExWSTR088LoQx73Y1XtA3ruW1dEefswbyz3OCTgmihwGB0dpbu7m56eHurr6xFFURY3+Pn5odPpjur18HgBhceLzYsoilitVoKCguQxtNHRUXp7e+nu7mZ0dPSwvW6Pdf32z4YjqEceeYQtW7Y4RdUplUr0ej1FRUU0NjYyc+bMw2pnHm4dLVBoNpspKSmhrq6OtLQ0YmJiJm3zsUxQORgotFgslJWVUV1dTWpq6pTbejjrgaMPdO2G5EVFRcTGxuLm5vaLzoFbF0WSFDTuXzhksPDGzkaWv7SXRzZUyjNWP3c/BgcHycnJ4bZZ7gQ6+LbZGam4gPHW6Zq8dh7eUI1VlPbLVS2JBiaWxSryb1srz15uLir5x1/ZNcqCGG/5NVGE/xR1yp/1SnYve8saKMjPJyQkhJiYGIxGo2zqm5uby9DgINemaVEKApWdIwR6uNA1bOTlbc7rPVBdkjUNnUZJXfcomRESWzixZds+ZCA5xF1OVAEpIWRhnMSY/ziFDUp8gCsqhZTvXN8zPhD+c8Um9vbxRKGJySLSO2o8LKZQFEWaHZhC+zyhTj1+s4v00zm1ugEutrFm9s+4//NihgzjADinoY8hvVlm+dKj/BEZZ/0EYFbA+APFpYkaaruG5PWB86ymHQAvDBV44Asp99jPTc156SF8Xyop2QuaBtGbrCyI9SXcV4vRJnixx9wZLSIxflpevWwmAA29Y7QNGFArBSeLnc4hA7d8VMCo0cLcaB/+5mA6/dyPNXya24IgwDXzI3joyzK6beyjySrt199XJk8pPjrWVd8zygOfF3PSMzvIbRxgxGjh33uHDxtw6XQ6IiIiyMjIYOnSpWRlZeHp6Ul7ezs7duxg+/bt8uya0Xhos/hD1W+pLXuwOl6202q1Sh0cB6GJTqeTRSupqan/xa37efXbP8pHUG5uboyOjjrd7AVBoKSkBEEQmDNnDt7e3r/qNhwNUGhX7JpMJubMmTPJoHji+o4FU2hfz0Tmy67eHh0dJSsrS25tH2kdCcN2qLInqLS3t5OZmUloaOgvblMrBIGXL051si8B6ab4WUE7579dwBvlCvY1DhxyX1pbW8nLy2PatGlkpqfx7pUz5JapWilgtIjUdY9yzowgee5wQ0kXL5UoMB/kXFMqBP5xdqLT3/pGzZybPv7EurW6j6vmhHFCtLf8N3tMmsEi8peNDcQnJRMdHU1ISAhpaWmyqa+vry+jo6NoDb0sseEXs1nanvf2NB3SJBokQceFmVK8mb0FbzA5fy+iCKdOD+LzW+bgoxsXK1lsx3V7VbfTjB+Ai0pJjJd0LuU5tJDjbe3Gyo6Dg0J7+9jk5Eco/X/rgN7JvHriLOjE6hkxMmq0IAgQ5q2lcUACdvaIuZsXRhEX4Ca3ju3rcpyvfGVbHZvKnMGvySISGyCl0Xjr1LK4w77NN5wYSV6PdAyCPdREeyvpHJKW6W0op7a2Vn6Pr06N0SIS5eNKQbdVZl+fviCVf31fJbe51UqBPy6PZ26UD8WtQ7ioBGq7x0G3UoDnLk5Hq5EAr50lzAj3Qmf726jRwq0fFdI2YCDaX8eLF8+QAd67uxp4zZZWMj/alzd3NKA3j3sWAiyPVDEj7Jc7BPySKmsb4t61RZz+4i7WF7bLx8dLq+KGdO0veuAUBAEvLy9iY2OZM2fOpNm1zZs3s2vXLioqKujp6Tmi+83/MYVHt+zfwfGwrQeq3/7ZcATl4eHB8LB0sbdardTW1mIymQgMDDygWfLRrl8C0uwt7tzcXIKDg3+WGvZYMoXgzHzZc5Z9fX3JyMjA1fWXpQkcaD2/pOwMnCAIzJ49WzYkPxrJKYEeLvz9rMRJf/dyVSEAJX0KbvqklMveLeDb0q5JrJPdMLWmpoYZM2bIIw0RvjoeOj0OkG7wwR4aLCL8p6iD2xdHyoklNUMKzn6jkLbBqZMVAM5IDeKUJOeZyS+LOlmRMp5680FOC1fNncals8ezZ+1b2jYGL+7ucTpWdlVedHQ0YWFhBAcHc//pKfhplfSOmQlwFTFbRR5cm0dfX98hj/M18yNRKgRK2oaIC3Bzyju231rf3d1AkKcr71yVIb+2vqANb52KQb2ZfQ39kz43zlu6QDsycPYM5KrOg2eg2tXHBvP4b0urVvLeNZnE+Ls5gcVDgUJ76zjY0wWNSkHToAS47K3cM9OCcVUr2VUznnEtpb1In7uprJMXtkxmXsO8XWXxzZmpQeyqHX+/v7uG1FAPGfT9/tQEouMTWTkzhHlRXiREhFDd2iPvn7tK+r0tjfVgiy1SOiPck83l3fxgY2JDvFxYc2MW86J9edFmmG2YoM7+8+mJTnN+8jyhLZ3GapUYz+LWQbx1at64fKZ8rL8oaOWf31XJx8pxfwBOmR5AuLeGlfG//nX8QLWvoZ+bPshn5Wt7+aa4A8efdIy/jh/uXoCnRjiqgGvi7NqSJUuIiopyYu2nsi46WP2WZ/Uc63jZTvs9+EDf+/FgSfM/OVPo7u7OyMgINTU11NTU4OnpiZubGz4+PsfsCzlSkGYfTh0YGCA9Pf1nCzSOFVPoCNYEQaC6upr29naSk5OPaqye/Xv6pftkn8esqqoiOjqaiIgIBEFg1Z4mfijv5oZkBZ6ev/y4nZTgx2WzQ/loXyvuLkpEUWRAb8ZLqyLc1UjVoJLitiH+8EUZYV4uXDl3GuemB6OwmiguLkYURbKysiYB6gsyQtlc0cNPNX20DxmZE+lJdsMgz2+p58FTYyloHmRjaScdw0ZWvJLDX0+P5+wZQVOe54+sSCCnoZ9+m3mx2SqypaqH5GA3SttHsIpw//pyPrkug2CdQHl9C14uCtbVWDFb4euSTrzd1PxlxfRJn22/2EWGBfPI2Qru/HQ/PXppGwo7DLzxbS6zAwX8/PzkecSJ+xrq7coZqUH8Z3/7JLNo++1tYMzMV4VtnJ0eQlqoB0WtQxjMVtkP78fyrkkza3He0nY4gsJYfzcUgpRr3DVsJNBBhOFYXjZGcszB59Aiisy1gRtHgD8xt3dijSuPdVitogwKjbbtj/HXMWq0UOnQ0rZ7LVZ0DHP/51IrV6UQMFtFfHVqekdNWK0iW22K4JnhXnyQ3Sy//4lzknl8oyTg8NSqWJEajEIh8M9zU+RlXssbBiQW9ZGlgZQ29/FpWQciCgRgaMzIe3slVbCXVsU3t89HpVRw/ut7nUCxveZGeXPZnPGWt9UqsrdOssU5IVY6bv/+oZpNZV2olQIvX5JOhE3w8kN5J3/+UhLWaJQC7RPEQ7ctiuLuZXHUNbXS3txw0ON9tEsURX6q7uH1n+qnfPgASSi0+upMPLXqX52Fc3FxITQ0lNDQUERRZGRkRDZcrqmpQaFQyL83Pz+/Keem/48pPLpl387fOvA7WP32z4YjKDc3N5qbm1m4cCE7d+4kKysLjUZzTOX+R9I+tlvnWCyWw1bsHmum0N4uHhgY+FVylu1zkr8EFNpnHGtra0lPT5cZuEG9iWc311HYMsSdmwb486Z2dtT0OpkzH0ndtyyGhEA3hg0WEgLdSQjQMTBmpqRP4NJZQdy6MAJfnZqWAQP//L6GZc/v5qE12RgVrmRmZk4CSW/uaOS9vU08f2GKLDao7RnjklmSL+AT39eQGOTOykhpu00WkYe+ruSutSWycMGxPF1VPHqmM6M5arRS1TmCr076/EG9mVs+LCDU2Mwdi6M4f4Y/z50WiL+bBI4+yG7hto8L5YgzezmadJ8yPYDF8X44fnPvVwlEJqbh7u5Oc3Mz27Ztk604uru75XP3hgWSPU1h8yCers43AbWNiXvmB0lkcfnccSW0vc35Q3mnE0MiiqLMFNZ2j8piCxe1Up6nO1gL2T5T6DhzpzeNj084Ck3iAg+ugG3qHZ8nbBnQozeL8nhAQpA7KqWC/S0DTqzTwjhfekeM3PZxIaNGC8khHjIQPXm69JvrGTFiNFtJCJLsgOyzjVF+OjxcVbJF0U0LoialfVR0DPN5QZv875TEBJKSptM0Iv3OFQJUd+sRbLD8xlk+mPQjPL+5hsoplNuuKgUvXpLudFMsax+if8yEm4uStFBP1uxr4e2dEqB7YmWKLPTJru/jnjVF8kzjxKi9GWGe3HaS5LnpojxwMoTFKvLk95VcsypvytcPtyxWkW+KOzjv9Wxu/KCAfQ39qBSCLKaxV2roOCAE6dwzWkT+sbGCc17Zc1S25UAlCALu7u5O1kV2L72Wlha2b9/O9u3bKS0tpaOjA5NJ+v0eT6DweNnO4wG8Hqx++0f5MEuv17N7926+/vprHnvsMf72t7+hVCqPaRYxHB4otGft5uXlERYWRnp6+mGbJx9rprCgoABPT09mzZr1q+Us/5KoOztoHRsbmwSw1UoFwQ7MUGGHgVs/KeaMl7N5e1eTbKVxuOWiUvDUudNxVSnIbx7ktJRAVs4IQkRgVXY7Ze3DrL0+g7+cFkeoh4pho5XvmuCO7/t45Jtqqh1m774qbOeFbfU89UMdV64u4C+nx6PTKOkeNiEANy6QANFzW+oYtQg8sjxSbrFurepl5ev7+Kakc1ILaUmCH6clOwN4kxV6R83YdR2NAya+aPNkWng4giAQ5qHim9vnEOwpnZM/lndx1it72Fs33tazf1d2he9fViQ5WeCYLCJXfVSGe8A05s2b52TFUVxcLLe+XMa6mRflhQiT2Du7UfSgwYzeZOHkpEB5vs8OhNoGDOQ3DfBVYSsrX93DdWuqcVdDtK29WuAwV/hzMpDtM4UjBuffstE23+bIFKonev5MKEePwmrbOt010kFPDpbGGTaVOkcSTg/24J61RTT3SSrrRAdR05lpkmLVDp7OTQ/hrBnBRNu8By/Nmsa/vpfasBqlgqvmTbYTsgNse2mUAr/7rEj+t0VE8p5EwE+nJN3HzEebcnhr59Qs3d9XJsttYHvZW8dzIn3YW9/HIxukBJQ7l8Rw1gxpH0rbBrnpw/wpZzcBtGoFT52fKmckT+VKIIoiWyq6WPbcDt7e2cjuul7+8FnxlNv5c8potrI2t4UzXtrNvWuLKG0bQqtWkhjkjtkqAT77eZca6sm7V40Dwo5BPZ+W6znznTJW72mivGOYZ36oOuJtOdyayksvKSkJQRCorKxk8+bN7N69m/7+fjn29bdcx0v7+GBpJsdL/U+BwvLycubNm0dbWxsnnngi119/vfzafwMU/pwfmslkclJEH6lFzrFgCq1WK9XV0k0kOjqaxMTEX/Xp7UiZwq6uLvbt24ePjw8ZGRm4uDiDC61aycY75rByhrM1QMuAgee21HHyC3u5f30Z+xoP3ycsxl/HA6fGAvDK9gYunhXK5fHSzXZrVS9XvVeIdqyDhzKt/HNFNJnhnpgsIuv3d3DuG7nc9kkx2fX9eOnGLywlbcP8/vMyZtji3z7ObSMh0F1OH/m+WaC0Y5Qnz02Sf9ADejMPrC/nvs/KJoHcP54ai04z+Xtz1HXsahjipa31MgOoVSt5/+oM3G0igfZBA1evzuNf31ViNFuxWEXeLhxh2XM7aegZJdxH66SaBegZMXHBG9lUdQ6jVqsJDg4mNTWVxYsXc8IJJxAQEEBPTw+z3KRWY323c3wUSLFsIwYL35V24uGqkpMxLFZRnun7/WfFvPFTA2Xtw9T2Gvi23iy3YfMaJ4NCe7vWZLZMSmKxAxxHtS8gix6cQeHBfwt2UBjhq5X9Ee3AZ7rNn9BuDA1Sm/iTfS3sretDp1Hy8iUz2FzRDYC/m4bZEd7y+xUCnDUjmH0N/VR3j6JVK5gf7S37M56fGYKL2vmmml3fx9bKbifw/vB/yuRsZAXwu5Pj+OzmuXx/1wk8dcEMpqfO4O3K8c9xvFLF+6qZG6yc1JHZbWsdxwW6cden+7FYRc6eEczti6Xzt657hCvezWXM5qnj5qJEpRCwiuPH50+nJTpF2Imi6HTtKWwe4Ip3c7nFJlyx15kzDj+udNRoYfXuRk55ficPfVVGfc8oXloVl8wOI9jThQobs+yqUmCxiqSEevDOVRl4atUUNg/wu3VFLHlmJxvrLTJgVykEFsT+MvHdLymVSkVgYCDTp09n4cKFLF68mIiICEwmE+3t7bKLQH19PUNDQ785k+XjhYH7Odv5W28tH9+Q1laiKLJq1SruuusubrvtNkJCQvj666+dljnWoPDngLSBgQFKSkpwc3Njzpw5v0gA82szhXq9npKSEvlJ6HDNqI+kDhcU2kVFLS0tTJ8+ncDAwAN/tiDw6JkJeDDK+/udc3PNVpGNJV1sLOki1l/HhZkhnJ0WJOfgHqrOnxnMrto+NpV3c//6Mu6dDssy4/nzxnpaBgw8tM3An5dHc9HMcFbMDKewZZDVe5r5obybn2p6+amml+nB7pwy3Z9NZRIIEIE99f0oFQIWq8hfv65gzQ2zcNMo+ft31awp6MJoVfDkeUk88EU5FlG6Yf9Q0U1u0wAPnRbHqbZ2o5+bhj+eEsvDG5yZC6WAk5fhm7uacJ/nzYnhUls72NOFf507nds/ldgXUYR3djXSM2JENIzyQ710Mz7z5d3cuSSWO0+K5qOcZqd1dA0bufTtfbxyaTpzoqRzyN76cnd3JyoqipkzzXzfsZeq7slehXaGbl1eK+ekh3BBZhi7ayXQMT/ah59qemnp1+Pl8F2tqzJx3QnSbyuvqV/+e7yNdavsGOGJbytZtbsRkEDbprsXAOOgcHDMGegYpgCFmp8JCsN9tGyplL7XMZtAIznEA5PZ4uTP6KNTy8fvqfNT0JutMmA7c0YQSqUCjUqB3mRlVoQ3AR4u/H1jJQBnzQjh5W31gASs7l4a67QtoijylI1FvHBWGDecGMkrW+vkVrJGKfDAbA1X2DwDI/10RPhqOfvVvQzZWFMfB6WzQoA/nOBNaWkper0eHx8f/Pz88PT2ZZ8tZu/LwjaGDRZmR3rz93OSpeznnhHOez1bVpzHBbjR3DeK2SriplEyYrSwLCmAC2eFOm6+zBTWdY/w7I81fDeBYQW4ICOExfE/35B+YMwkp6r02/YrwEPDtfMjsIrwwpZajGYrPloVJisMG8ykhHrw5uUz2VHdw+o9jZOypQEC3NWsu2kuwV6/XIB3tMrV1ZWwsDA6Ojrw8fHB39+fnp4euru7qaqqQqVSOfkjHg3x4C+p/2sfH7v67R/ln1F5eXk8+OCDrFu3jn/961/4+PjI6mN7/Zbax6Io0tjYSH5+PtOmTfvZecAHq1+TKezp6SEnJwedTsfs2bOP2bE8HFBoMBgoKCigp6eH2bNnHxQQ2ksQBM6b7sGdWZ6TPOa0agUapUBN96g0//fCHv76dSUlbUMH+DTnz/3rGfEEe7rQ1KdnTY1AgErPvckGvF0UWIHHvqvjhg/3M2Y0kx7myTPnJ7PhtiwumRWKq0pBWfswm8q6J7Uk7fNWoyYr139QyJlpgVydKKAQYP3+Dr4v6+ZfK6ejUkhTYO4uSvpGTfzu8zL+8EWZfBNfmR4st4PtMg6NSiHPDtrrpex+avrG5wcXx/txrS1jVqdREOTpws0Lozkx2kNexmgRefqHaq59Px8/t8nn9ZDezHXv5fFNcceUx0+lUnHz4thJf5eSXaRtza7vY29JDfMj3GWGsNNhjnLAwcjaKsJn+VL8W1HLoAws7V6F1V3DshoZoK1/HJjZwaWIsw+hwSY8sTigaLXqwAyA3mSRE1emObSP9WYp0SQh0J3S9iEnxbXdk+/upTGcnBTIN0XjCTErUoOxWEW53To32ofOIQObyiRwdE56MD/Y/vukeP9JsXLflXayv2UQnUbJnUtieG17vdNs4aqL44nxHr+5Wa0it3xUIM9fxge6yecSwJVzw1mclc7ixYtZuHAhwcHBDA4Osm5LLnqzFaUAnUNGwn1ceekSyXqmc9DAipf3yoBwRWoQrQNj6M1ShOOI0YK/u4bHz54+iV3pHTXxbtEYK17aPSUg9HBV8afTJzsCTFVdQwae+r6KJc/u4PnNtfSPmgj30fLoWUmsvWEOe+r6+PemaoxmK1mR3iAIDBvMJAa5sSjOj3Nfz+a+dcVTAsJoX1fW3zrvNwUIHcvelrVn+86ePZtly5aRnp6Oq6srjY2N8vxvWVkZnZ2dxzyKz3E7f+t1MFD4W2NfD1T/E6Bw1qxZVFdXs3z5cmBcfexYvxVQaPfKa25uJiMjQ1bDHo31/RpGz7W1tRQXFxMXF8f06dPlhJjfSnoKQH9/vzSP5uLC7NmzcXNzO+R7dlT38EF2CyICC8NdeOmiFLS2oTq1Lf/VaBFJCnIjylfLmMnK54XtXPJOPpe+k88XBe1OitSJ5aVV86+VSSgE2NMhsja7nszUJFSq8QvG3vp+Fj67h69t4CjcR8ufT4tj051zuWNxJL5u6inVna42pW3HkJFTX8rGXSPwt1MjUCkEvi/r5sv9HTxxTiIqhcCwwUKMnxalAN+WdrHyjX38WNGNKIpcnmyfBZXOvzGTlGZxQrQ36WESyDNZ4YkdfU7ClftOjiMtzJNRo5UQTxcifLUkBeicWokuKgXl7cP0jEzOFtaqFZgsIveuLWLVrqln005LCSTY07ntbz8U9u9pbW4L+/bsJMlGWld0DJMaKgE9RzDtpoK+URMqhYDBbKXUBuwjfXUy0+brYIhtso5fwF3USnl9Wgcz7cNtH7f0S3ZB7i5KPFyU1Di0xmP83dBqlOyfACpcVApOSwnk1kXRiKIonyfeOjVpYZ7sru2VHxKi/dxYs68Fs1UkM8KLH8q65OP14GnxTp9rslh59scaAK47IQJ/dxcyw8f9/q6eG06Yl8YpovGP60vYWim1tpOC3J3iAT1cVNy1ZBzEOxow670l4ZBFBDc1XB01QnHuXvL2l3DzB7kYLVYEAe5eEsNP1T2MGq0kBbnLUYb/WJns9N0MG8y8uKWGq9bU8UO9gSl+HgA8c34qbi4HZ/ab+sZ45Otylj63k7d2NjBisJAQ5M7TF6Ty7Z3zCfFy5fw3stle1YOLSsEtC6Oo6Rqhb9SEt1ZNfc8Yr26vp2PQ4GS0bj/zIj3gjYun4+8+tbL9t1BTgS17lGJCQgLz58+X53/t1ln22Lbq6mr6+vqOyb3geGHgzGbzQbfzeLCk+Z8AhSABQXt5eHgwMuLsP6ZSqf4rM4WO29Df3092djaCIJCVlYWX19EzXj3aTKHRaKSgoIDOzk5mzZpFSEiI07p+C6DQzrgWFBQQFRVFcnLyz7pwWKwi931exr821XDpulbeKRgiwF3D25fPwEcnATEPFyUKoLxjhO5hA9fOm8YZKQGolQLFbUM8vKGSZc/v4Z/fVx/QnDk1SMs5cdINbV29EqPGk2/vmEuU37gwx2C28uCXFVzwZi5FLRIo8NapufnESL6/Yy6PnBGP7wS2TW+24mmzbBnSm3m5yMr6kh4eOCUGV5WCn2p6WZPXxhNnJ6JWCtT2jDErwosYfx29IybuWVfKLat3E+4yhpdN4Wu/TDX1GxCB5y5IZpq3dDPr01u5a22JzLBpVAqevTAND1cVBc2DvLC5Fp1GQZjH+OXEaLayMG5qs/Uxk1XOOH7iuyqe+LYS6wTvRrVSwcWzwya9V6VAjrnb2ymweMkSLpo9LqAQxmzAyuF356KUZhHtAC7f1kJWKgTiAqQHiJ4Jau3OofG5NLt4wMUB0Ott22D5me1jx9ZxU78eo409g/F5wlyHeUeAJ89N4YmVKQiCQEXHsAzMz0iRLIe+KGiVl+0fM/FJrtRqvnh2GB/vk/47NdSDCD/nh6S1ua3U94zi56bh2hMiEUWRZ36QQKKnq4o/nuacvQ3IQNrfXUNLv3Nb/+6lMQeMMvyiUGI3lQK8dsUsLlmxlOjYOP61o4fSjlG0SpHrU114d1c9g3ozM0I95P28Ys40uf1rslj5cG8Tpz6/i5e21qE3H5h1OS05kEUJB24bV3UO84fPiln+wi4+zmnGaJbOx9cuS+erW+dySlIAT35fxY0fFNAzYiQh0I2nzk/hg+wm2VOyf8yEwWwlyk+Hn5taPh+UgsTQKwW4OkH6LR+qBsdMvLSl9r/CJP0c9bF9/jclJYVFixaxcOFCQkNDGR4eJi8vj82bN5OXl0dDQwPDw8O/yn4cT+3j/++EJtu3b+ess84iNDQUQRBYv379Id+zdetWMjMzcXFxIS4ujlWrVk1a5uWXXyYqKgpXV1fmzp1Ldnb24W6aXI7m1fb6bzCFMB57U19fT0FBAREREaSlpR11A+2jyRT29fWRnZ2NWq1m9uzZToD7aK/rYHUwUGhXrTY1NZGZmcm0adN+9hNY17BBBjgGi8i3tXoueCuPv26oZOWMIII9NAwZLHi4qoj20zJstPLunmY6hoy8ffkM7l0azTRvV4YMFj7MaWXlG7lc+34hG0s65UQNu1n2eYk64rwERk0iD6wvRyHAx9dmOMXVAVR0jnDZqgLuXFMiW324qBScnxHCj3fNdWpvgpRp69hZzm0e4R/f1TArwgutWkFOwwDvZbfw9zMTUCsFshsGiPBx5dKMAARgd6uFv+eKnJEqtdlFxof6d9f18/yWel6+KBV77G5R6xCPbqySL/jhPloeP1vyK3xjRz37mkeItbUbYwN0iEjs2PULIqb8DkpaB7l1URQAq3Y3ct+6Yrkla6/zM8bnyFxtrVk7MFMrBTqHDOypH+ScrFiZGRxWSMfJLpoRgF4D3JA1DhK+LRlvW8fbjmvLgDPQcRSk2OcKNQ7tYbvZ889VHzf1SsxguI9WVjvb9yk52ANRFJ2STAQBFsX7y+kfjtt85oxgBsdMTskmuY39dA0Z8XfX0DdikkHKnyYAvBGDWY4evH1xNO4uKl7eVie3qp9YmYxCITipe7/a305V5whKAQLdNfJMIUjG2RMFRfb6MLtJbpn/4dQ45kT5oFCq+PeObgo6jOg0Sv52ZiKfVZsZNFiJcANRP0T3iJEIbw23L5yGKIpsLOlgxUu7efSbikM6A7i7KHl4RdKUrxU2D3Dbx4Wc+fIevtrfjsUqcmKsL+9fO4uPr5/NksQAarpGuOitHFbvkXwZL54VxsI4P+5ZUyRnnCsEODkpgJOTAqjvGaVnxISnqwqFMJ6uYxHh+SLxgEBmxGDm66J2rlqVS9Y/t/Hi1lpe21Z30H37NepILGl0Oh3h4eHMnDlTjuLz9vams7OTXbt2sW3bNoqKimhtbcVgMBz6Aw9R9jzh44EpPBSj+VtnCeEIQOHIyAjp6em8/PLLP2v5uro6VqxYwZIlSygoKOCee+7hhhtu4LvvvpOX+fTTT7nvvvv461//Sl5eHunp6SxfvpzOzsmzIj+nDtQ+PtY+hSAJNAoLC2ltbSUzM5Nwm83H0a6jwRTawWthYSFRUVGkpKRM+dTz385ZHh4eJicnB4vFImeDHk4Fe7ry/Z1zCfZwnrOq6hqVwZ9OrWBAb6Z90MCFGcFo1QpyGwe4/sP9GMxW1t88i9cuSWVpgh8KAfY1DnD/+nJOfnEvj321n+935REeHk76jDRuStPgrlFQ1DrEy9sbcHdR8fblM4j0nWzls7WqhwvezOWB9WU02vzlVAoFL1+cIhs6R9ne59g6c1FKDMXO2j4sVhEXlUBR6xBv7W7msTMTZfVzcUMn/1oeTJSvloRAdy5xGOB3JOvW7+/g27Iu/rhw3L7my/0dvJ/dIv/7tJQgLsuSAME/t7YRpJPOa2+thgB3DbXdo/LA/kQSzWgRqe8Z5d/np6JWCmws6eCV7c43RW8HaxMPV5s1jG3+zM7QrctrwVWtZJGNUarrGSPcZ3x+K95PYjsH+vpI95XOpcLmQfbXtmK1WuW5wroJSue9deMqYLtHpMrh5mkHXY7n58Hax412ptBXJ7de7d/f9BAPmvv1TuxklK9OjogDSaQhHQcVGdO82FjSgcFsJdJXy0fXzaLVxt5dkBHKGzvqAQmwzYp0FoS9u7uR7mEjkb5aLpodxsCYkVdtYCQlxIOTp9seEmygsG1Az2PfSObXc6N9KW13fti+7+S4KbOHd9f28rjtfZ6uKq49IQpRFPnbhnI2lnSgVgo8fEYiT29poG/MQlKwO1csjKeoV2KDb0hW8tG3Ozn9mc3cs6ZI9lq0l+MV1BGLP3RGIn4T8r+LWga5elUuF72Zw4/lXQgCLE8O5LOb5/D2VZmy4OnjnGbOez2b8vZhvLQqlib689X+dt7e1Sgroa+YM41/nZtCWfuQnPDirZXSdCaQ3ZwY5Ay49CYL35d2cvea/cx/cju/W1csm3oDbJoiu/vXrl/qU2iP4ouJiSErK4tly5aRmpqKRqOhvr6eLVu2sHPnTsrLy+nq6jriKD44PqLjjpc298HqsM+G008/nccff5xzzz33Zy3/2muvER0dzdNPP8306dO54447uOCCC3j22WflZZ555hluvPFGrr32WpKTk3nttdfQ6XS88847h7t5gAQKR0dHnU7AY80U2oFfXl4eSqWSOXPmHDZ4OZz6peydfdbRDl4Pxrwdy/bxxFZEW1sbubm5BAUFHZGfo70CPVxYd+MsEv0nz/uISEIOkFqV6/LbWZEayAnR3pgsomQ183Y+Oo2S5y9M4bs75nLrwggC3DX0jphYU9TPo7kKntg1wLaqXny1Ar9bJFljvLOriT11ffi6aXjr8rRJc3P29X9T0sXZr+Xwt28qaR80EOzpyh9tVjeNfWMoBfBwSP0wWEQ0SoFQLxeMFhGDWUQAKjtHeGV7PTdneqASoKhX4JtaIx9eM5N/nJ1IjL8bJ8X7MivCkxvnT+PiWSHcsUiaA3v1p0a6Ry1ckzbOaj71Qw0/VY8Dpj8ujycx0I1+vYU1FRKLU9Y+xN/OlNiaz/LbUCsFLFZ44NQ4p/3cWNKJUoA3r8jghBhfbl4Y7fS6I8jqGjbKQo9IX618A95S0U33sIELMsfBrWNW8LwoqU3djjevXHOCfHzvWlvKt5t+RDkktTcrO4acZgZzp2AKlQ6/B/0UTOFU4Mheju3jKgeRCUDviMGJJQRJjWyvuu4RWm02K6clB6JQCHxhE4VcMnsa7q5qCpoHUSoEwn209NrmOO9d5izW6Rk2yqbR9yyLQ61UcM+aYsxWSezy8qXpTstbRZEH15cypDcTH+gm+w3aKyXEgzNSnG2dAGq6Rrjr0/3yd3S6bZnnN9fy6b4WBEFiMF/cWkvHoIG4ADfeuiKDdfnSPl0+N5zN3W68WKKkblB0AoDBtgcP+1EPtEU/AsyP8WVleggTa9hgZk9dHyqFwImxvpyU4M8LF88gNdTTdvyN3P7Jfh75uhyD2YqvTs3gmJnNFd3y3HCwpwtf3TYPo0XkD5+X0NKvl8/H/gnKdLVSYPVVGZw6TYp53FLRxR8+K2b+k9u589P9fFvSKavX7XXuzBDW3TRn0rb/2nW027JKpRJ/f38SExM54YQTWLp0KTExMZjNZkpKSvjhhx/Izs6mpqaGgYFD58HbtxEOHB33W6r/L5nCw63du3dz8sknO/1t+fLl7N69G5Bm13Jzc52WUSgUnHzyyfIyh1t28OXYQj6WoNDOuAGEhoaSmpr6q88Z/BL2bmBgwGnW8VDg9ViBQkfzaqvVSkVFBVVVVaSmphITE/OLf2BeWjVPnhZGqr/zXB1IogK7clYE1uW3U9AyxIkxPni6qqjpHuWq9wp5bGMVbhol180J5u/zFNwxU8PcSE9EYEdNH3euLeH+nww09Bk5MzUQEfjTVxX0jhgJ9nTl9UvT8LHNHU1MSLCI0npXvJLNk5tqODHGhwUxPlhF6bUhg0VmsUBi31oHDNx9UhQRPq7yjbOxT8+qgkH+dEoULioFW6t6efCrCtxtg/gvXpTKqitnctfSGB46LZ6bF0Zyk63t+3J2L0FuCi6YKYFaUYS71+ynrtvW4lYrWRDn7L82arQQ7qvjvJnON+gIPx1XznFuNd63rpjStkHevGKm3Cq1l0IhOLVk7Ybj9uU0Sinu7cvCdk6M9ZOj7pr7xzOg54RLTOCeul58PNxkk+gBs5KguDRSpklzj3U9o2iE8XNa4XBu2UGh4+lmsM8UOtzTDtY+bnYCheNdDI0S7ltXwgO2CDt7JQWPg8JvS8Y7JmfNCKa2e4T8pgGUCoGzZgTzUbbU6jw5KUA2lfZ0lSLtHOuVbbWMGi2khXlyekog+Y39cq7wRbPCCHEA06Io8mODmd21vbioFPSPmuTzyX4cfn9K3KSElN4RIzd/WMCg3iyLL+bH+rJqdyOv2pjg+5bFsWp3Iy39eiJ9tbx7dSYBHi48d0EqKSEevL+nia2V3fLvUQQC3DUsS/ClfVTaCqUgkuoj0jlkS6hRKXj0rKQprwnzon24am44ySEe7KjpZUtFN2/+JG3L7tpezn5lDz86sHS9tn21f59JQW7cf2ocV72by5rccabcMpEatB3396+dhckq8lG1gqUv5nDLR4V8tb+dUaNlynzsWxdFy237Y12/dltWo9EQEhIi+5GeeOKJsjI9JyeHzZs3k5+fT1NTE6Ojk31J7dsIxwdTeCihyfFQvzoobG9vJyjI+WkyKCiIwcFBxsbG5IirqZZpb2/nSMo+A+fYQj5WoNAu0Ghvb0elUuHv739Mng6OhCm0J6nk5+cTHh7+s2cdj7XQZGxsjNzcXAYHB8nKysLP7+iZwOpcVNyT6cqp0/0RkW54/u4axkxWekZMxPhpibC1I0eNFnbU9jGoN8ss3Zq8Ns56NZs3Nmbj4+XJjafP4a0rZrLh1iyumTcNb62KXr3IqtxuNpZ04qZR0jVs5C9fVyKKIjH+Ol69OBWdRonRIhIwofXlrVVhtIi8n93CGa/uI8Zf5wQeJ7IUAPOjvVl/82zuWRiK3QN7yAQv72jhwVNjcVUp2F7dy93rSiYxFva6Y3EkZ6cFYhXhuZxhzp0ZzOwI6WFhxGDhpg8LGLLZvtx/aryczGGvrZVd/On0RII9XTBZRGaEeRLt58Y9J8c57aMIPPl9NRe/tY/y9sl2P45sYYtNkVrePoyb7XiB1EJWKwWWJEot5BYHUKi3iGhVUmZySesg82KkVuGyRH9mxQYzJzUeD1cVVlHAQzu+XZ19Q+zdu5eamhpcFZOPkV19bP0Z6mNRFGWmMMTThYae8ZufcYpL0plpQXJGMMB6W+vYTaNkdqQP620s4cI4P1zVSr7aL10n58f6Umf77BsWRDqBjIaeUT7ZJwGa358iMbZ3r5GSS9xdlPzlDGf7loY+PZ+US8cxPsCNLpv4Q6dRIoqwINaXEyaYMRtMFm77uJCmvjFCvFzlFnvviJEnvpX8E29eGMWXhW009I4R5u3K6mtmEejhwoaids59PZuStiGsotTePWV6ACqFwLXzw5kb7cOPlb3ycbh2pjfFfeP7d1qYmYaSXEpLS51sUwqbB7j5wwLe29vE/pZxdbfebOVvX5dxzeo8ed9AehhckRaEt01wFuvvhlKh4L51JbLIxL6cvexb4aVVsSDWj9s+LuSGDwrY26VgSG/Gz01NhI808mG2ik6CpN+fEsc9y2L/awzSsYy5EwQBNzc3WZm+dOlSZs2ahaenJ62trfz0009s27aN4uJi2tvbMRql78XOZh4PLNvBhCb/Z0nzXyy1Wo2Li8sxB4W9vb1kZ2ej0WjIyspCrVYfM3bycJlCu1CjsbHxsK1xjiUotM8P/lqReoIgoBREnlw5nfNnBiOK0D1sZHGcL24aJbU9YzT26ZnuEC+mEHAatu8ZNfNmKbxQYKJrWLpxRPhq+d2yGH64ax43p7uSHOiKRRyfidte3csHtvm8lFAPXrgwGbVSoGvYSFqou3yj6R8z46dTE+uvY9Ro4f3slkmeihPrmvf3U1rbRKy1mVUXRHDJrBBCvFzoGTXx7JY6fn9yNK4qBTtq+rh77dTAUBAEHlmRwMxgVwwWuGttCfefEkuYl8TWNfaOcc9aKadWEASeOSvK6f0vb62jc8jA389JBmB/yyCdQwbcXVQ8dMZk/7ji1kHOez2bpzdVo3cQnNhbsvNsySVBHi6ItuNr/y5qu0fJbxrggszJauXdDUMk+UifsaOmh8wIbwA5lUIQBFlsonUZfyAasSoJCQlhcHCQoW4JdOn1DmDT5DzbCAdWH3cNG9GbrCgECYyYrSIHIhVVCnj87GS5tdnar6feBvTsWcd2kHjuzBDWF7QyarQQF+DGf2xKX41KwTXznQU+z/5Yg9kqsijej3nRvry1o4EO2wzjY2dPR+Ww7SaLlX9ubcNklYQ4xTblsVJA9hT83cnOowCiKPKnL0vJbxrAw1XFlbZc6nAfrWyofcnsMLZWdlHdNUKQpwurr5kls5NpYZ5YRZGsSG/W3JjFCxfP4Jr5kaSEePBBdjNfF0lCmyAPDe9dk8nHxeMALznEg79dfhIJCZKopry8nDe++JHzX9zCRW/msM0hJQbgqrnhvL+3iY9yxlm/EC9X7j81nlVXz2JvXR/9oybcNEpqukdkb1KVQmBWhBcam2WV/ZjYRVoDY2Y2lnTQO2LCR6dmfqCVM1MDGRgz0dg3hkKQEo/sNjyPnJnEjSdGTX0iHKP6b2YfKxQKvL29iY2NlaP47A4S1dXVbN68mV27dlFbW/uLIk+PZf1f+/hnVHBwMB0dzia1HR0deHp6otVq8ff3R6lUTrlMcPDhRxTBeELC0NA482AHhb8GWrf7+RUVFREdHU1ycjIqleqYqXTh8JjCoaEhJ6HG4VrjHIv9EkWR4eFhOjs7iY+P/9Ui9exzi0qFZDh93XzpZratupdzZgRxVpo0eF/WMYKrSkAQJEFGrL+WJD+VU8v5p5o+lr+czaPfVMnqVBeVgoXhLjxzRhjrbsjk4swQuS317JY6GZzMjfLhqZXTUQhQ1DrMGamB+Nhovp5REw29o1yRFUaMv44xk5UY/wODY73ZyrXrGgiKTmJ6bBR/Pi2etddnkhbqwcCYmWc313PP0mi0agU7a/u4c02xExCzl1qp4KGTgojwVNAzYuKB9eU8ee50uX27o7qHpzdJqRhJQW7MCnT28bvs7X14alWytcyfvyxlWG9meXIgCye0nMO8XbFYRd7YUc/Zr+xhjy1X2Q60zrbFlXWPSEDGLjyw/5zX5rUwL9rHyS8OYEftANNtWotdNb2yFU5V1wiDYxKAt4tNHAGewWwlbFo4GRkZZKZKIFZ0uKCXV9VQUVGByeFB7KxX9sjHw7HsLKGfu5qqLun7PlCrMC3My0lg8p2D6nhlegi7a3vpGDTgpVWxJMFfTjxZkRoozyWen+Ecabe/ZYCNJR0IggTmRgxmnt8iWdAkBrlxxoQ28+s/1VPRpUergsbecVYz0hYzd2ZaECmhziMmL26p5euiDlQKgRcvnsHMcC8WxPrSOqDHYhU5IzWI4tZBKjpG8HfXsPrqTMJ9xs/hCF8d62+Zy3vXZDJiMHPjB/lc9s4+ClsGZa/OpCB3Ntwxn8c3VjJikv6mECRQq3XREBgYyIBrMG/WuPF8sZLi7snntLerkvf2NsnJMLEBbrx48Qx+uPsE5sf4cP37ebIljv0BTq0UOD8jhNkRXuQ2DsgMNYyPD1hFqXV8fkYob10xk3uXRFHSJ/B1cSdmq/RQMy/al9ruUZQKgSfPS+HSrKlV28ey/pugcGKpVCoCAgKYPn06J554IkuWLCEqKgqDwYDFYuGHH35g37591NXVMTg4+Jtk3g4GCo8Hj0I4BqBw/vz5/Pjjj05/27RpE/PnzwekmYNZs2Y5LWO1Wvnxxx/lZY6k3NzcnJhCO6V7tMGMwWAgPz9f9vMLCwuTv/hjpdL9uesSRZGWlhZyc3MJCQk5YqHGr71fRqORwsJC9Ho9gYGBTh6JR7scWU9BELh3abScKfzRvlZcVUpWX5nO9GB39GYR0RYfV9M9htFs5cOr0rhnSbSseLVYRdbmtzH3qV3c/0WZ3LKyWq0kBrnz0OnxbL9nHvNsopU/fFEmsy/Lkvx55AyJ7dhQ3MnFmaFkRUogxmyFD3JayAz35NEV8bx0UeqkVjOMKzFNVrjkw0o+K5DYIy+tmjcvS2N2hBcjRgvPba7jtkWRaNUKdtf1c+fakinNuN1clPxhjjtBHhrqesZ4+sdanjk/VQbDb+9qZH1hG4IgcGmSBketRf+YiatX5XFSgj9h3q609Ov51/dVCILAwysSndrgLf167j81nkAPFxp6x7h6VR5/Wl/K0kR/zpsZwpwoHzLCvbBYpZSRUaOFCF+tPOdmH94/OWlcLS0AHcMmfFyl9RQ0D+CqVhLpq0UUIb9ZEpPYM5D1JudrQ60NwHnb0kAE5XhbyN3LF6PRiN7gbJEyZjBMulnV2uYvu4ZMvLJVmmWbypQcpIcDx/qiUPIidFUryIrykb0Jz0wLJq9pgNruUXQaJWU2VbBCgHuWjrN4oijy701SXvk5M0JICvbg3rVFmCySgOPlS5zFJUUtg7Ia2V0NBpsY5qQEfx49K4msSG/umRCZt76wjZdt7/nbWUnMj/FFp1ZS2DyAxSqyMM6PtoExiluH8NGpWXV1JtH+zhZLRrOVwpZBznktm2vfy3fKgAZICXbn81vmMjBmpn1QL59/18yPICXEg+1V3Vz69j6uWZ1Hdn0fCsF5Rthe/XrpHPfUwEMLfVl1USwxfq78+csyznstW7adsdfpKYHcsTia/+xvY099/6TPUwiS+Oe1y9LZ+YdFXDw7jBe31vLwhioGTZLw55kLU1EqBHbV9qJWCrxwcRpnz/j1rmk/t+x2ab8VUDixXFxcCA0NJTo6Gq1WywknnIC/vz+9vb3s3buXLVu2UFhYSHNzM2NjkyMx/xv1/6X6eHh4mIKCAgoKCgDJcqagoIDGRik39MEHH+Sqq66Sl7/llluora3l/vvvp7y8nFdeeYU1a9Zw7733ysvcd999vPnmm6xevZqysjJuvfVWRkZGuPbaa49op+xM4UShCXBUwUxPTw/Z2dm4uroe0M/vWIHCQ7F3ZrOZ0tJS6urqSE9PJyoq6oifWn7N9rF9AFmpVBIcHPyrC3Smaktcf0I4fz0jHgFYm9/GR/taee+qdP5yehweLgoZiNQOWPnDV1UsT/Znw61ZfHJtBnNsIM5iFdlY2sXlqwr43ZYhPizskxkjd1c1T66cToC7BLSe3FQjr/vcmcH8bpkESl/b0cgZKYHcsnC8Fbguv50P97WiVkrZzRPLIo7PO1lFeGRDJZevyqe2exQ3FxWvXJLKibE+6M1WXthazw0LItBplOyp6+fONSUyQHU8Pj6uAq9ekoaHi5K8pkHW72/jQQf/uz+vL6WkfRRfV4EbT3RWEI8aLfz5y1IeWSGxbWtyW9he1U2Er45bFzsv+3VRG1/fNk9mUD7Lb+WH8i4WJ/gT7qvjhgWSKto+zzdm21alQmDUaGFjcQcXzhpvIXvaRDiNQyLTfLSYLCI59X1khHsDkGdj1hKCpN/tkN55PnOXLVPZLjQxOrTZNa46aQZ3wkPVQGer01yUyWRiS8W4iMGRjZzq15flAAq7hw1UdEiAcklCAHqTVfYmPHdmKB/aBCYrUoP4sULKUl4U7+9kmPxTdQ976/pQKwXuWhpDceuA3E49d2YI4b7jynK9ycL9n0tq5HAvNV22+6y/m4YnViaTFeXLB9fNdnpPTn0fD31ZCsBNJ0ZxQWYYDT2j3PBBPsMGC5nhXuhNFvKbBvF0VfHuVZkyMwvSvOHLW2tZ8uwO/rS+lMqO4UnjEUEeGtbdPAelQmCaj5bF8dL8b6CbkhnTPLnwzRxu/KCA/KYBNEqBcB9XrCJMBbsVAtx4YgSfX5OKwSJy2er9rHglm/WFbU7LR/np+N3Jsexr6OfZzbVTzn5G++vYdt+JPH/xDFJCPXn4P2Vc9GYOhc2DaNUKzoqw8ukNWXywt4mdNb1o1QreuHwmJycdOoLzWJT9uvdbBYX2sgMtezb6rFmzWLZsGRkZGeh0Opqbm9m+fTs//fQTpaWldHR0YDJNTlI6FnUwoclvkdmcqg77bNi3bx8ZGRlkZGQAEqDLyMjg4YcfBiTLEDtABIiOjmbDhg1s2rSJ9PR0nn76ad566y05kg7g4osv5t///jcPP/wwM2fOpKCggG+//XaS+ORwaiIotA+qHg2vQqvVSk1NjRz/Zm8XT6xjCQoPxt4NDw+zb98+DAYDWVlZ+Pj4TLnc4azr14jUa25uJi9P8vezK7Z/7Tb1VLY3ABdkhPDUeVKG8HdlXdy9toRk3TAPzbRwTrKPfENv6ddz/pt5FLcOkRLqwdtXpPPt7VnMCB1Xj3aMWPmwsJ8zXsnhqtUFrMltRSHAE+ckIgCfFbTzvYMR8TXzwuU29mMbq0gMdOf1S9Nkn8KKjhFWvp6LQhC4IiuUM6MV6JTSPqgV0ryToxJ2f8sQ576xj8c3VjFqtPDChSmckuQv2etsq+fKOWG4aZTsre/njjXFk4ChKIrEB7rx/IUpqJUC35Z00to/xkU2j0OzVeSPG+roHbNyw4mRTgygADyyIpFFCQHynNlDX5UxOGbihgVRTukupW3D/FjRxSNnJvHhdbOJ8dfRPWykzCZAWZoYQJSfDoPZiotKQdewEXcXpYNnYStZkT642dqvdqPrwm6RBTGScGNnTS+ZERJwtxtU21NNhgzO14acBjsolH7bjrOX40ITp7cwb2YyKSkpTnNRe2q65df7HcQKni7O4EchILe3ATnHGODcjBA2FkvehPGBbvi5qWXFrFUU5WPwp9PHwbrFOs4SXjk3nDBvLXd+IolLdBolj57lbPL8zA/V1HaP4q1V0zQgbacAPHNhqlPUnL3qe0a545P9mCwiy5MDuXdZLB2DBq59T2rBJga546JSkNPQj5uLkrevzJDTW2q6Rnj4qzJOemYHL2yppXvYSJCHizxG4LRdF86QgUtRyyCf2gQzCgHuWVNMUcsgrmoFZ6YF4ecu5Y1PBbgjfFz59MYs7loSy2UfV/LUrj6ahicvF+cFvUNjPP1DjZMIxX48AE6M9eXzm+firdPwxk/1LH9hl2wTdO7MEL64YSYnhAjc+EE+eY3SnOU7V2VOEuf8N+t4UfUeKIrPx8eH+Ph45s2bx7Jly0hMlB48Kysrpd/dnj1UVVUdsyg++P800eSkk05CFMVJ/7OnlKxatYqtW7dOek9+fj4Gg4GamhquueaaSZ97xx130NDQgMFgYO/evcydO/dI9kcuNze3XyXVRK/Xk5+fT3d3N7Nnzz5oa/O3wBTaff0CAwOZOXMmLi6/PIfzaM8UWiwWSktLqa+vZ+bMmbLo5VgIWg42wLx8egAvX5yCq1rBrrp+Hvqhg4yMmTx+bhprrs8kNURiPEaNFi5fVcCbO6WHoTBvLR9cM5Nnzp+O34SYq/zmQR77tpovCtuZG+XD9SdIQOmRb6rkvFeAe5ZEcf7MYKwi3L++DIUA62+aTXKwTVlvtHDzx0Xoh/o5OdjEnxf5oVEKmKwiXloVJouISoCkIInVsYrwaV4bL2+rR61U8OS50zl7RhAWEd7Y0ciFmSG4aZTkNAxw26fjwFAQBBk0Z0V68/hZ0oV31Z4movzcmB3pDUhtuRcKjKgUAicljqeH2NXFoijyu5PjiPLT0TFo4O8bK9GoFDxy5nSn4/PEt5UM6c3MjvTmy1vn8eDyeG5bJDGKCoXA9SdIbKHd2sPR4LqgeYC67hGWJ0tMTOeQAQGJKbSDkV21vbLYpKhlAJNFyj2eqhVfbmvJ2pnCMYf2siw0mfBAEejh6jQXFZiQiWP887AD4J5oQZQW6umU1/uZzbfPRaVgfrQvn9tax+fODOXT3BasovSdfGPLRE4N9SDSgcX7z/42KjqG8XBVcfPCaFbvbpTPsb+uSETtENu3p65XTvGwOPweblsczdzoyXGFfaNGbvogn/4xEzPCPHnyvBQG9WZueD+Pln49Eb5aAjxc2F3XZ2PIMuS85ps+yOeMl3bzaW4LBrOV1FBPHjt7OhqV4KQcBwl82c8xURSp7hqWmdD2YQs6jZIbF0Ry68IovivtpG1Aj7dWPYklPG9mCO9fN5u8xgGWv7BbtrJxLLulUfUADBrHrW9AulEqkM7nU6cH8Mql6eyq7WHFy7t5+odqRo0W0qd5svbGLP55bgoWi5XniwRK2obwdVPz/jWz5PPut1LHG1N4sFKpVAQGBpKcnMzChQtZtGgR06ZNY3R0lPz8fH788Udyc3Opr6//1aL4DrWt/zdT+F+uA6Wa/BKQ1t3dTU5ODjqdjtmzZ+Pm5nbQ5Y+l0MTOFNpPdovFQllZGdXV1bKv39H68R9NsDYyMuLEYnp7ezut59em3A+1L6n+Ku5KBTe1QM2AyO2fV9M9bCQp2J2Prs3g4TPiUCukNJEXttZz8du5NPWNIQgCpyQF8NWtWZwcPe7/ptUoCPNy4fRkafbttkWRzAj1YEhv5o/ry2UzZEEQ+Mvp8TKjt7uunyBPFz64ZiZXZI23SNeVj/J6pYbYAHf+frbE/AyMmYnx02EWobxjlFkR46KA/jETJosVlULgsTMTuHR2KCKwak8zZ80Iwt1FSW7jALd+UsSIwewECgHOSAnk9zbl6VObqjg/I4RQuyJ5SORP60u5fMIAfXO/ngfXl6LVKCU/NkGaQ/uxvIv5Mb6cNWNc6DCoN/P8Zond0qgUXHNCpJNo4pz0YPzdNYwYLQg4exKCxBZe4NBCDvaUAMSwwYxCkBgqN40ST1cVYyarDPwcW5r2aumX5kbtoHCiEGXi32A8J9leXxR1c6Aa1Dtfi7Js4AdgYMxEsW0e9cRYX1r6x2RvwtOSA1mbKwHEKD+dDFYfPG1c1W0wWXh+sxRnd9OJUbiqFDJrGOuvY+XMcbPvIb2ZP34h+SSGernIyvoEXxW3TWjxg9RGv+OT/bKtzKuXpWMV4ZaPCqjsHCHAXUO0nxs7qnvQqBS8cPEMGntHOefVvVyzOo9tVT0IApwyPYAPr5vFixen8fSmapr6pO9SJYxHLt49YX7x030t9I2acFXCJWnefHXrPBr7xnh2cy0mi0hyiAf9Y+Mo3MNVxUOnJ+CtU7Pipd088W2l08OXYzkywZ6uKmL8dFhEAZVCwApYgTkBVhb6DXP127u5/eP9NPaOEeCh4V/npfDJ9VnMmOZFU+8oN35aRvuoZHr9wbWz5YeS31JZrdbjAqgcyZyeVqtl2rRppKens2TJEubNm4evry/d3d3s2rWLrVu3ymENjq4Cv6QOFsdnJ8+Oh/qfBYUeHh5HDRRarVaqq6spKSkhPj6e6dOn/6yT9FgKTezbI4oio6Oj5ObmMjIyctR9/eDo7VdnZyf79u3Dz89vShbzWDCFBwKedlFOXl4ei1MjWH11Bv5uGqo6R7jqvQKa+yXgd2FGKD/cNVeOrCttH+GsV3N4cWs9YyYLnq4qbpnlxT+W+RPtp2XMaKVlwMCjG6tpHdCjVir458ok3DRK8psHZbYRpFm5f56TxN/PSuSeJVGApAi+eY4fNyWDXWhb1mPhlq+aCfd25d6l0k28rmeUxfESw5PbOEhqiDtKATaV93DrJ8UM6s0oBIEHT43lBhtb+cm+Vk5J8sddoyCvaZBbPylmzDT5Ynb9gggunzMNUYS/fl3BvSfHyTm+G4o7yGscYKK49ouCNn4o6yQzwptrbWzfw/8po2/UyB+Xx+PmkM7y/t5mSloHmapc1Eq5DW1/j2MqzPrCNlJCPPB0tcVM2lSqu2p6ZZuX3XV9cpt24lyhY1lFqOyUPBEnmg7LMXcTjo2H6zjTN6w3yx6CjmX/JIPV+TPV/fXk5ORQV1fHhoJGme06PzPMyZswt6mfnhEjAe4aNttmCcO8XWVGDeDD7GZaB/QEebpw1bxwfv95sWSFwuTkkr9vrKBtwICPTi0np+jUAndneThZ1YD0u3joq1L2NfTj7qLk9ctn4umq5q5P95PfNICnq4rUUA+2VXWjUkhCjQfXl/Lg+lIqOobRaaTv7/u7TuClS9Jx16g47cXdMpDzcFWxKMEfqwhLEv2ZMW28nS4IAncvjeWuJTG8cpovCyLdufa9PL4r7UStFDgzNZDStnHHiYRAN2ZFePPEd1W8s6txkogExoVZ9t0UgEtnhxHuo6W2ZxSNUiE/qF2YGUpMeCh/3TlGfpselQCnhsOTi9yZ5WtGrx+junOYy97JpXXAQIAWPrxuNrEBBycP/lv1W1IeH6x+aeqKIAh4eHgQHR3N7NmzOfnkk5kxYwaurq40NDSwdetWduzYQVlZGV1dXUc8Yma/J/7W2/GHqt/+GXGENdGSBo4MFI6NjZGXl0dvby+zZ88+LJucYz1TCJJZeE5ODj4+PmRmZuLq6nqIdx7Zun4JWLNarVRVVVFeXk5ycjJxcXFT/uiPhTfVVOuwWCyUl5dTW1vL9NQ0XH2CSAxy572r0wnzdqWpT89Vqwup7pIeOnzdNHx582zOSJHYP4sIb+xs5KxXc/jONiuY5Kdm3Q2zuG1hJGqlwPbqXla+vo/3s5sJ9XLl4TPiSQh0Y/n0AKdt0agUnD0jSGbsmpubKSgo4Lw5say/eTZRvtL326+3ctmqfHRqBRdmBCMCe+v6uX5+OCqFQHHbMOG+WrRqBXvr+7n6vQLaBvTSjXZJNHefFAXAF4UdLIzzw91FAqkPftfMmNkZ+AiCwJ9PT2RZUgBGs5W/f1PJPYvD5def31JLmPf4eWdvk96ztoieYSN3L4khLsCN7mEjj26owN/dZZLv3ZXv5jJmnPrifGnWNHQapXyT7x0x2rYL+kZNbKvqlqPV+mzWI9n1fTJo2uXgV5jX1A8gexWCswCkqGVQynedwADaY+4mhlp4OLR/BQEuzZrsnSgyuXUsAJeeMpeAgAB6e3v5cJfE8imAaK1BVh2fOzOEj7IlG5p50b702Pb9vmXjx29wzMRrtsSOu5bE0NAzKgtUzkwLclL+birr5IuCNhQCDOrHGbbfnRhIgNvk2ahXttXxZWE7SoXA8xfNINbfjT9+UcJP1T1o1QqyIr3ZUtmDgHSefFnYTvewBGD/cEocW+87kYfOSCTCV8dPVd2c+/pemaEL83LhzcvS2VIpAd27l8ROWv/8GF9uWxzN9iY9933TTFOfxFZePCuMr4vHZzBDPF2o7Bxha2W3LQt88vXFzUVJ2jTpQcFihenB7rx5RQa5TQOUtA3hqlJgtEjbtjDOj+/LOvkkrx2rKKXHbLzzBB67YDZBfl60trby4cafuPiNPXQOGYj0UvOHTBXTfI6ur+rRrKMdcfdr1dFOXVEoFPj5+ZGQkMD8+fNZunQpcXFxWK1WysrK+PHHH2Xj+v7+/p99D7KDyf9rH/9G62i0j7u6usjJycHd3Z1Zs2Ydsl08sY513jJAVVUVycnJxMfH/2o/+F8CCu0WPn19fcyePZuAgIADLnssmUI7G2Z/CLCzrK9l97Dshb0sf2kvmyu6eXJlEnEBOrqGjVzzfqFsOWNn9e5cHCl/dseQkd9/XsbftvfR0G9Eo1Jw66JI1t0wi8xwT8ZMVp7cVMvlq/KJ8dPxyXUZxPjrptxO+ziAfe4yLCyMCF8da2+YxaJwaR7OKsLfv6uhf8zE/Ghv9GYrX+xv57GzEvB0VVHfM4abRomvTk111yiXryqQrUxuWBDBg7Zs5Y2lXWRFeuPhoqS0U8+/c/STlLlKhcDT56eSPs2T/jETq3PacfSvtrfo5kX78PH1WQiCZMNy2ds5aFQK/nluCkqFwDfFHWws6eCS2dNICRln60aMFs5/I5th/WRg6KVVy1nHWrWUbOLuopQ9Cye2kD3UkhjG1daG3lnTS7oNDOQ1SvmrCQ7tY8frdpHt+/XSOgMkuxJ5IlPo6tDqdnNRMTtyalHXxDZzkKcLQb5eREVFkZSaTt2QtBFW4OxV5XQMGXFTg3mgi/ymAdQKgf0tklDG01XFGanjorw3dtQzMCblFZ87M5Q7Ptlv2zYF/1iZLC/XPWzgL1+VScfIVYUN/3BZ1jTmh+sm3cC+LmrnhS0SWH34jEQWxPry+MYKNhRL/oTzY3xlFbQIsu0NwLDexAWZYTK4XrOvmRs+KJBB9cxpnnx39wLe3t2IaEs0marlOqQ3c/eaIlbtH8VkhZOT/Jk5zYsPbEDZjrXbBg2oFAKxAdLvybE1rBBgfrQPRrOVgiZJpPKHU+J48ZIZPL6xgsqOYVzVCllM5O+u4afqHvmYvntVBi9fmk6En042X1YGJ/BahYZhE8T5qrkrzYqLVc/evXuprq4+LHBxrOrXjrg7WvVr27xoNBqCg4NJSUlh0aJFLFy4kNDQUIaGhsjNzZWj+BobGxkZGTlgG9gOso8HoH2wOr63/iDl4eExKUtRpVL9LJBmZ7JKS0tJTEwkKSnpiE7KYzVTODY2Rn5+PgBpaWkHBVpHo44UrPX19ZGdnY1Wq2XWrFnodFMDoF+6nsMp+w9YFEV6enrk9JTMzExcXFz4jy1JoXXAwL9/rOPyVdKNLNBDw8CYmRs+3M/uOkmlKggCN50YyaMrEuSbk0KAok4jv9vUw7821TCkNxPjr+PdK9N5+PR4PFyUlLQNc8k7eby4rX5Kr0C9Xk9eXh6jo6OT5i5d1UruyPLirrnecotzU3kPjX1jRPtp6R0x8caORt64LI0oXy3dIyZGjGZCPF3oGjZy9XsFbK+WjKIvywrjsTMTUAiwpbKHtFBP3DUCNQNWbv64iMEJAE2rUfLaZTOJ9NXSNmikoAtW2uYD7QBDb7KSGuYpR6vV947xtw3lpIV5cpMtzeGRr8vpGzXy6FnOopOarlGuWpVL3+hkUcA18yNQKgT5eAkO/N6O6h4C3DSyCMUOPGq7RtBplNJMmkpqCXcOGWjp1xPnAAod2b9Cm5fhJKbQ1j6On9AanMgAJod4OIlh7DXxxhLnwFRur+p2ylS261tOjvdhQ3m/tLynKBt4Xz0nRDbDbh/Q855NMHLfyXGszW2m0WaF9OfTE9CoxsdMHvqqjL5RE95alZOZ8x+Xx0/a3tzGfnnu8LoTIrgkaxovba3lw+xmBGBhvJ/cyoZxcGbfDaVSIVslPb2pir/8p1xe9szUID65IYuKjmE2lXUhCBLDObGKWwc597W9fFfaiVKAK2f60tg3xgab0CbY04UXLp6Bt07NuTNDCPJ0oabL+R6gVgqEekkCGJNFZEGsL1/fNo9TkwO5elUe9T2jaNVKJ8/K7mEjXloVD5+RyPpb5k5SEP9U3cP170sWPFmR3nx68wLmpKfg5uZGaGgow8PDk8DFgXJ+j2X9/9I+PtzS6XSEh4czc+ZMli5dKgc8tLe3s2PHDtlyqq2tTY7is2/n8QCyD1W//TPiCMvNze2I2sf2nN2+vj6ysrJ+kS3OsWAK7eIXT09PlErlEZlRH24dLtgVRZGGhgYKCwuJiYk5rJnMY9E+Bqivr6e4uNgpPUUQBP5zS5YspLBXbfeorF4cM1m55eMiXtpah8mGhM6dGczzF6bgqlJgFcFdI2AV4YPsFs58LYcvbXNmF2aG8OXNszklyR+LCO/ubua8N3JlfzyQgHROTg4eHh4yUJ1qH5ZGu7Hm+kyCPKXvv6XfQHPfGF5alWw6/c4VM5gb5Y3BLNI2aCDC15Uxk5W71hSzNk+aWVuZHsxT50pWPLvq+ojxdcVNBUWtQ9z00X4Gxpz9v3zdNLx5RQbeWhVNI9A9amTmtHFhy/6WAfQmMzcsiJLbtx/nSF6Fty2OJinYnf5RE9euzuO69/M5I9XZw62kbYgr382l0xbJZq8wb63cIlYrBYYMZhkWWkX4orCNFWnS6yM2LLujpkcWc+xr7JeZqPymAXQaJdNsLe8EB4BW2z3CqNEyCdjZ1ccTrVom5h/7uWkY0E/2THO0pgGYHjzOiq3Lb520PMC5WVHsarXlwaqltqRaAVHGerZv305paSlPbpRiC2dHenNCtA9PfCslrET6arlo1rgA6LP8VrZUdKNSCHJ+tkap4MWLZ+CiViKKovzbaOwd5faPCzFZRE5OCuD3p8Tz/p5GXrIZcS+K92OLDRDawaAjqFUK8PnNc1ArFdyzZj9v7GiQX7t9cRRPX5iGIAi8sFny6zwzLdgJpIuiyId7m7jkrRy5XXx+ggvrivuotPk4JgW58/1dJ7Ag1pez04L4oqBtkpJZrRQwWUSa+6X5yafOT+HtKzMwWkQufyeXln49Ae4apwczhQCXz5nGd3edwOVzwyfNWH5f2smtHxWgN1lZFO/Hm1dk4O4qWWmpVKpJ4MLT05O2tjZ++ukn+Tv7b/nqHS+g8L/JaAqCgJeXFzExMcyZM4eTTz6Z1NRU1Go1tbW1chRfRUUFvb29hzye/9c+/i/WkbSPOzs7ycnJwcvL62cxWYeqX1No4ih+SUhIIDEx8Zi1qw9nv0wmE0VFRbS0tJCZmemU+PJz1vNrg0L757e1tZGZmTnJYijEy5V3r0yf6q3jnyHC6zubmPfUTn7/eRkbijvJCPfizctn4KVVoVMruGO2O1G+EnP30H8quXJ1ASVtQwR4uPDM+cm8cGEKQR4amvv13PxxEQ9+WU5xVb0MpJOSkg54wREEgcpuPbEBOr68aTYn2QQmJqukRFYpBHIaBshtGuDVS1K5KFPax8ZePRE+UibzoxureG5LHVZR5NTpATx/YQouKgX728cI1Al4a1WUtA1z1Ts5fLvlJ3ko22KxEOmn45mV8agVsKO6lwhfHUHu4y3tB9dLLcq3r8yQZ+7u+GQ/YyYz/zo3BQVQ2TnCwJiZH8u7mTj+VdU5wuXv7KO5zzm1wG5mbbYhEEc2b11eq9xiBtBpFAwbLITagN/Oml4yDyA2SXZoW1pFKG0bnMQU2oHDxGSSifF1TX1jiCKThDcW0Xl2MSVEAtJGs5U9tb1MrLgAN8rahtCbrMT4aamyOUufnxnGaadIHm0N/Ua+KZMeKFaEGbnrwxy5BeqYXNLUNybnETtu11/PTJRFEXZQODBm4qYPC+gbNZES6sFT56eyobidx23vzwz3csoWtojOwh+QYuhCvLRc8nYOG0vG5/7+uXI6d9nSV/Kb+tlW1YNSIXDHSeMsob1d/Og3FZgsIksS/JkV4c2aCoM865oR7sWaG7Moax9m5Wt7eW9vs/x+++4phPHv6tyZIXxzx3zOnhFCefswl7+zj84hA0GeLk5WNnOjfVh/6zweXpGEj27yw/b6glbuXiP5NJ6WEsjLl6TLEYWOoBrGwYVjzm9SkuQW4OirdyxbzccLKPwtMXBKpRJ/f38SExNZsGABS5YsITo6GqPRSE1NDQaDgZycHGpraxkYGDhuFMeOdXy7LB6kDqQ+nkpZZLFYqK6upqOjg6SkJAIDj47j/K8F0gwGA8XFxZjNZidrnGPVrv65YG1oaIji4mJ0Oh1ZWVmo1ZPbaEdjPUdaw8PDFBVJZr7p6emTEmnsVdg8gMDUCQkgKRctVjBaRL4r6+K7si5UCoFZEV5cmBFCtNZArIeF606ezgfZLby2o5H9LUNc+k4+52cEc9dJ0SxJ8CMr0osXt9bz8b5Wvi7uZGsF3HtSFItDQw+wZsk8u6zbwF+29vPwtp1cMDOEGxdEMCfSm6d+qEVEmqcL8nRhVriXlGd8Whwx/jqe3FRDY5+eEC8X2gYMvL2ridZ+PY+flciiOF9evSSV2z8tpm7QSnyAGrPZTG2/mZdLXHnI20xHSQlGoxFfX1/83N25LgneLIOv9rdz5dxpfJjdjFWEb4o7WBDjywWzwlh1TSYXvJ6NwWzl8ndy+fr2+dy5NEa2T3Gc/bKXRinQ2DvGFe/uY8Pt82Uvv+khHpwQ48uu2l4EcLIiaenX0z9qwkerom9MUlrDeGpJbmM/582UwLFdbGIXDuU3DcifMyvCGw9X9aSZQnt70c4Ow2TgB9Bgyw5WKQQ5M1chMClxI8BDAh07a3qY4hCwMj2Ej22mzW4uakTGUAhw77JYVCoVQUFBfPmjlMqxNMGXiGAPtu2SGLkMfxjrqKXV4o+Pry8PfiEl13i4KGX7mdNTAjk/w/k8M1lF7vx0P3XdowR7uvDaZTPJqe/jwS+kBBM/NzV5DscqK9KbIA8Xvi4ez2tOCHTj5KQATn9xl2wfpBTg3asznfwP7d//yvQQomwZyyWtg9y9poimvjHUSoEr54SzubKb+p7x1mtmuBevXJrOi1treWtHg9MxdVWNzwVaRYjw1fLoWdOZbzMyL2ga4MYP8hnUm9GqlXQMSmz0NB8tf1wez8lJAQd8gP1wbxOPflMBwHkZITx+drJTEsuhAJfdV89+rxkbG6Onp4fu7m4aGhoQRRE/Pz/8/Pzw9/f/xQTFVHW8CE1+y9vp4uJCSEgIISEhtLW1UVNTQ2BgID09PdTW1iIIAn5+fvj6+hIQEPCrCD+Pdv3PgsKJiSYggSaDwbkNNTo6SnFxMYIgkJWVhVZ79NRivwYo7O3tpaSkBD8/P5kdtNexssD5OWCtra2NyspKIiIijjhS79cEhR0dHZSXlzNt2jQaGhoO+iR6ekoQ6WGe3PhREY19kz2tHHABUb5aTBbJdmZvfT97bXmpkZ5KTu9uZEmCH2ekBPDslno2FHeyLr+d78u6uWNxFBdmhnDPojCiFT2sLjXSPCzy2KZGfqge5C+nxxM+Qck4MGbijFeyZYGF3mTlg5wWPshpIczblbPSAtlc2cOwwULHoIGzX9/HCxemkBXpzeVZYUT6avnDF2WyHcmg3szG0i46h408f0EyWZHePH1mJL//Tx1VXWOEuitRqQSquvX8c6+Kd646AY1opLu7m/b2dpK9zFwSr+GjSivv720mLcyDohZphOMv/ykjOkCyCLl7aQzPba6lqnOEJ76t5A+nxPF5fqvsUzexjBaRUC9XblgQ6WTuDHDTwigi/XS09o+xraoHnUYpG29/lt/KadN9+TivE1+dhmHDGPsa+gj2dKF90CCfk5UdwwzrzbTZQEubg49dWqgHiUHuMlOoFCQ2TD8FUzjVOd5oAzASKJWWdXdRTZrP1NkYpg9s0XWOJSAJURp7x3B3UcoJL4vi/ORc5n0NfWyp6EapEPjD8kRu/7gQkAyZn704jaH+Purr63nu2yJyGpQoBWRAGOzpwmNnJzttv9Vq5Y3cQfbWj6HTSNYzjb1j3P5JoWzR0mNz5Q730fLEyun8Z38Hn+a2OG17ZecIy57bKa/LVa3g85vnOtm07K3rZbctF/i2xdGIoshHOc088W0lJotIqJcLy5ICeD+7CZNFJMBdg8JqwsfNlbuXxXL5O/uo6R4Hilq1giWJAfxY3mk79nDDgihuPylaFgJZrCIPfFEifw9jJskI++aFUVw7P8LJG3Nivb69jmd+lFrdV84N50+nJaBQCFisogwMD5eFs/vqTZs2DVEUGRwcpLu7m7a2NsrKytBqtTJA9PX1PewH7KnqeGEKjxdBjNVqRaPREBkZSWRkJFar1el7dHV1xcvL69Af9F+u3/4ZcYRlZwod6duJIK2jo0O2b5k1a9ZRBYRTre+XlCiK1NbWUlRURGxsLMnJyZN+KMeaKZyKGnc0zU5LSyM6OvoXZSwfbfrdLiKqqKggOTmZ2NjYn7WeUG8tX9w0mwszDm5JVN87RsuAAS9XFTNCPYj11yIADYMWXtvRyMXv5HPF6kI8XFT8a2USiYFuDOrN/OO7ai58I4dPfswhI8Kb9bfN5+6TotAoBXbX9XPeG7m8s7tJviED3LW25IAZry39er4q6mTYYJHtOIYNFq7/YD9v7mxEFEVOjPXlg6tnEubtSt+oCY1SwFWtILdxgCtWS16MwWo9dySb8XZV0Dpswd1FhY9WTVn7MNe+l4dR0BAVFSVHu912ahrnT5cYV7v5MkhMzc0fFNDar+fWxTGy+nfV7kZyG/t5ZYJ3nnqCYGPYYHLKNbbX/BhfHjkziVtsqSeOTOP3ZV0ss7XSWwf0aNUK2geNcnu4tG2QMG8pJ7egeQB/G1tntIiyYKTKxh7aQaGdcbSvx+zwe1NOcZrX28QgPrYUDn839STDawA3jQR2W/snA+NF8X5yaklikLt8Dvz5DMmsWhRFnvpeMqa+IDOUgqYBam0g6f5T4wgJDCAhIQH/2Bl80yytx45lBURun+lCb0eLU2dlXckgm+slNvK5C9MAuO69vEnt8rNnBPPBNZk8uqFiEiCUjtc4+PTVqdly74lOgFAURZkltKuT71lbxKMbpHbxibG+TPPR8v7eZkwWabTh69vn86e5rqSF6Lh2dZ4TIJw5zYuYADe+Ke7AYBZJDfXgi1vm8rtT4mRAaDRbeXdXAx2D48f6nPRgvr1zPrcsij4oIHzuxxoZEJ4zI5hgTxdu+rCAGY9tZsXLu53260ivewdqNSsUikmt5l8S4Xa8gK3fUvv4YDVxOxUKBd7e3sTFxZGVlUVAwIGZ599S/c+DQseygzS7D50dGPxa9i1HC6QZjUYKCgro7Oxk1qxZhB6gnXismEJHo2zHmmjn4us7OR7rcOpoM4X242j3nLSrtH+uH6JGpeDhMxL4+1mJU/qeOf7eB/Rm9rcOUdM9hkYpEOmpICnIDVeVQPuggU9yW4n01fLp9Zn8aXks7hoF1T16nimEd8tFBvQWblgQwec3zWZOpBd6s5VnN9dx6Tt5lLRKTNHT5yWjUx/4vBWQbsqOQMmevHL1ewUM6c3EBrjx8bUZskWO0WTFw0VJfc8Yl7yVy+6KVqK81bx/TSbBni409+vRqBT46tSUtw9z9eo8ekeM8sUuICCAxy+ay1kzghEnJNAOGcxc8dZu6hpbePPSNDmj+OYPCwj1cuVUB49GV6Xg1I4d1Ft4aWvNAfc1I9yL1FBPLNbxtRrNVso7Rwlzk1ro0Ta7HzubI+UgewPSXOFMB6NkOwhssoE6+7/t37EMCh1A0sR5QpBEGvZ9B/jneSmMGCf/Ru1M4VQ3jUXx/mytkoQcdquf606IIMIWabeprIuC5gG0agU3L4zi0Q2SsneatytXzI2Qj8UDX5Rgsoi4qMbXccfCcGZH+9PR0SErK9/8dh/vFUpt4YdOTyTaX8cN7+dPau2fnxGCp6uKJc/tpLLT+VprLzv+jQvQsfW+EycJc3bW9JLb2I9GpWBpoj/nvb6Xb0s6USkELsgMpbh1iOz6frRqBY+dNZ0XLp5BS/8Y/8oeY+3+HvnzdRolJyX4Udw6QEnrEDqNkj+fnsCaG+eQZBPxiKLI5oouznx5N09tqmbMZCUtzJNPbpjNk+elEuQ5dWtvzGghr7Gf9/Y0ynnYAF/ub+epTdX8VN2DwWylrnuUIptN0NFk4eyt5unTpztFuA0PD7MzO5cX1m7m6je20dDQcFiq5uOFKTxeQeHxWv/ftY+NRiO5ubkoFIqj3i6eWEcDpPX391NcXIy3tzdpaWkHDds+lkwhOF9Uuru7KS0tJTg4+IBm1IdbR9O8emBggOLiYry8vEhPT5/0RHc4jOTZM4JIDHLjnnWlTjFr9o+wtxjtZbCINAyKMDiCAET7aUkN9SA52B2r1cpn++rx0VhJDnInu2mYDcWdbKns4ZYTI7hiThhvXT6D9fs7+PcPtZR3jHDZqnwuzwrjjsVRPHFOEnevK51yO0WHbZo4E5nfPMSiZ3dz2exQrpwbxpuXzeDRjVV8ub+DIYMFdzUMGKy8UKzg2ukCC/10rL4qnRs+3E9Tnx5fNzU+OjWVHcNcvSqXVy6cLh9DhULgH+ck0zlkYG9dHwpBUr/W9YzRMmThj19VcE2skXsy3Pn7XgtjJitXvJvLh9fNZnPFNsxWkSGjlfgAHVUOliKv/9TAqdODSA3zZGIJgsBV88K5//MSNCqFDGC+Ku5mVoBAy4gos1x1tpZuRccwZ6ZKzG9+0wAnJfjLQgg7q2RXPU+cKTRbRSxW0Ym5VU4BCu22MXaj7ZEpUjVA8jSs7hympssZXLm7KGm0iVWSgtwp7xjGW6vmTpuxs9li5ekfJJbwmvmRvLClRo69e8lBXPLytlpK24ZQKwQMNoHGvGgfbluaiEIhEBMTg9ls5qfSJl7YJoHvxcFW/PXNXPl2DV3DZsK8XWnt1yMCsQE6/rO/QzZ3PlgtjPXljSsypgTNr9tMtjPCvbjNpnAO9XIhNcyLdXmSCjs5xIN/n59KuI+WF7bU8tr2OifboBlhnvSNGtlaKQleh2vVXwABAABJREFUliT48/CKJFlUBFK84T++rWRHtbSMv7uG350cx8r0EKftMpqtVHYOU9QySHHrIEUtg1R3jUzJ7k6sxfF+smDIHiF3NKt/1ERZ+xDFrYOUtg6S3zREm0zGm/hPQRPxruW4urri7+9/yFbz8QQKj4ftNJvNBwWFxwNLCP/joNBgMGAymWSblqGhIYaGhoiIiDiqWcAHKqVSKechHu66RFGksbGRuro64uLifpZq91jOFML4k1FtbS3Nzc0kJiYeVuLLocp+/H5JK8YeV1ddXU1sbCzTpk2b9FlHAj4Tg9z55LoM/vxVBduqndWidkBot8AACSh669T0jJho7B3j/atnotfr+WRLPhU90nfWNDyMWiHgqlEwpLfwzOY6Pi9s54+nxHJuejCL4nz516YaNpZ08X52Cz9WdPPn0+I5NdaN72tG8HJVYTBb0Ntu+o5AcKpbmtkq8l52C+9lt5AxzZPzZgYzzUPJKztbGTaBl6uKAb2Z14tFfEJbuCwrjNVXpnPzx8VUdUnr89Gpqewc4aZPSrguenwtGpWCly6ewaVv51DdNQoIBLhr6Bo2UtBlpSIxhgum6yjta+CLyjHK2od5dN1ezpruzRclEhtT1TU6CWDfu7aITfcsmPI7OT0liKe+r6JreNw7rLJrlKU23VhtlwTKqztHiAtwo7prBKvtyBQ0D3DHkvGcXy+tiqY+0JutDOnNsiWN48ODwWx1AoUTo/CMZiut/eOK6Wk+Wio6nB9UQWIftWoF35V2TnrtjJQgPrOBoyGDNMNnT3QBSWVd3zOKj07NacmBrHxtLwBLE/1ly52CpgHe+KkekMQj9v17+oJUJ0DUPmTiz982YbTA7FBXrp7lzmM7BmkfNuOphnYbIBTAyf9PgWSyPVVdnjWNh89MOsCr8NhZ07n5o0L22rw+50R60zVs5HvbsbjuhAjuXRZHTdcI57++14mRdNMoSA7xJKehH5CA3kNnJHJacqD8Gx8YM8l+ihariFopcM38CK6cE85X+9so7xiirH2Y4pZBiloHKW8fmtQiBwhw1xDlp6N31DQJuANcMWcaD52RKK9XFMVfdH/pHTFS0jZESesgpW1DlLQNTVLfT6wBTQDLls2jr6+P7u5uKisrGR0dxcvLS55H9PLymvKh/rdcx1Ob+2Ckzf+Bwv9yeXpKT2zDw8N4eXlRWVlJZ2cnLi4uxMXFHeLdR6fsJ/LhPumYTCZKS0sZGRkhMzNT3pefs75jwRTaT26DwUBpaSkGg8FJBX2013OkFwWLxSL7R6Wnp+PjM3W6xJG2qb20al64KIW3dzXx0rZ6rOI4EFM6WGCoFGC2SoP5Oo2CxXF+DA30U1dVTnywL54u/QzaGCSTVcSkHwf29T1j3PJJMbPDPfnbWQk8uXI6Z6UG8fi3VbQOGLj902IWhGsJ0CnoGjWzJMGXrmETxa1DiEhAxQ5cgjw0uLuonGaw7JXfPIhOYeGS8GH+tCiAZ3b3MqA346ZRMGK08sT3NbQM6Pndshjeu3YWN35QQHHrIDqNJFqo7Rnj+WEFu/VFXDw7jNmRPnhq1bx1ZSYXv5VDXc8oaaEeDOpNGMwir+5oJHXaDP55+QIqXt1Dafsw6yvHuC/TglIQsYjSd69UCFgcbtKNfWPsru1hfszkPG+NSsElWdN4cUstLg5sYWkvpIZ6Utw6SKSvFkEQmB7sQXXXCLXdI7i7SJF5Jof2qKOqWPJ7lEChYwdVb7JgdlhOPeE33tw/hlUcfziID3Rjf/OA0zL+OiUeOhcEQZgSFJa1DzNsaz239BtQ2nzzAEaNFl7aKs3j3b44mj98XoyItL5nLkiTl3ngC2n21K56Bnj2wjT83cetYwbHTNz8YQE9I0amB7tz5xw3/rmjj7o+ybh5zGjBgsiJETo6BvU0D1kYswgHBYQPnhbPNfMjD/CqNNN595oiGnvHUAqwJDGA7VU9GC1WAtw1/PPcFOZG+/D69npe2Vbr9HAQ4QGDJkEGhBfPCuN3p8TJ35PFKrI2t4XnNtfQZ/OEnBHmgb+bC18UtPGmzSvx3z9MHknw1qpJDfUgNcyTtFBPNCoFn+Q0y2ktMM7aggRG/3RawiShzs+95ncOGShtszGANiDYPmg49BttlRnuxZPnpRBuGycICAiQR2P0ej3d3d10d3fT2CjNEvv6+uLv749erz8uQOHxwhRaLJajIgD6b9f/LCi0A5R9+/bx73//mz//+c8kJydTWVl5zLbBDmQOB3DY25weHh6HbeNyrJhCe4ZjYWEhPj4+h2xrH2k5PtEeLigcGxujqKhIHhOYyvTZcT1HKmhRCAI3LoggNdSDB9aX0zdqQmFjtxSC1Ba026CoFAKjRisbS7v4qbKTyzMDuHF+El8nWbjmvUJqHaw2JrZ79zUNsuKVfSQFuXHt/HA+uGYmq/Y080F2CzubxnBVYksi6eWf5yRS2TnCO7ubMVtFFIJkctwxZGRQb+a+pdGoFAKfFbQ7AcRdjcPcviCOk2LCmBk/zJ1rS2gfNKBWSJ6H7+1toW3AwFPnp7L66kxu/qiAfbabMkCXQWBDcQcbijsIcNdwWkoQK9KCeP2ydK54N5ei1iGyIr3lG/m9a4v47Oa5fHDdLBY89RNjJiuvF1tYmR7CZwWSwbdxCtbmvrXFbP/9wklG0QCXzA7jte11TvNvOZ1wy0kBFLcO4u+u4aPrs9hd28t/itrZVdtLepgnO2v7qOockUCoVSTcR0eFzRi5uX+MLFtcnX1rfndyLN5aNRaH80Y1QWnSaGsdu2lU9I+ZiPN3myTGePWcCGYkxVLfMzqJRRQEKGoddPrbaSlBBHhI5/JH2U10DRsJ99Hi4aqSWbR7l8XKfnnP/FBNfc+o/GACcP2CSBY4pHKYLFbuWVtEddcIgR4uvHjJDB74NJeybiM6jRK9yYLRIrIk0Z9/nZvMrR/tZ6y/X7ZimlgC8PIlaSybPrXxvyiKfJzTwj++lcQkQR4uhHq78kO5lM+8JMGff6yUxg8ufCNbjmIEqZ0e7qO1/c1CjL+Ox86e7hQnuLeul79tKJfZTKVCwGoV2d8yBDgHGghAVpQ3qaFepIV5kBbqyTQf6cFhf/MAr2yrk7OYAeZG+aA3WyhsHv9euoeNvLClhntPHk+CmQoUiqJI+6CBktZBStqGZADoyGzL2yXANG8trmoF7YN6hvSTr+th3q785YxEliQeOMHK1dV1kqq5p6eH9vZ2ent75eu23f7mtwhqjiem8HiwnDlU/c+CQqVSSWJiIldccQWXXXYZ8+fPx2g0TulT+GuVIAg/G6iJokhzczM1NTXExMQQHh5+2HTzsWAK7dspiqI8P/hr0eKOoPBwqqenh5KSEoKCgn6WiOhozC7Oj/bh0+syuO+zMorbpBuPVZR88eL9XOgcMjBgHG8lD5sFXs/u5ouybG45MZI3L0/j5o+LqO4aRaMc97Rz0ygJ8tBQ3yuxTuUdIzywvhylQmBupBdXzZ3G5rIOGgfGPfoe21jN+ptnMSPUg/s+L8MqgsEC3loV/WNmntlcx6nT/Vl9VTr13cPc+kkxQ0YREYFr19bx9HmuLI734+NrM7jjk/2UdIyiEKTjtKm8m2tW5/PqZem8dUUGl72dQ2n75JZo17CR9/c28f7eJkK9XDkxzo9NpZ3kNPSTFeVNTn0/RovItavz+PqOebx++UyuWpXHiNFCSdvwQX0he0dN/POLHG5ZHIOvr6/TDcPf3YUz04L5oqBN/owxi5SRDJDXNEDHoIHMcC9cVAq6hoyckhTIzto+8psG8NWp6Ro20j4w3qpr6BllaWIAguAwoykIsg2JvSaCVEc/PQBvN7WTFU2IuwJPV2m7vp+CJZzqOeXWRVHyf18+JxyzVSTSV8ufv5QMwoM9Xbh+wfgyl2ZN47uSDjptwGN6sDv3Lot1WIfIYxsq2FnTi06j5NVL03l+cy25bdLDgFUUMZglFfDjZ03n5g8LyW8acGKgHUsB/H6GFWVHGcWWLvz9/Z3AxrDezENflbGxRFJTp0/zpKlvjPymATQqBX88NZ6LZoXy1s5GXtxa4wQ6E4Pcaewdpax9GKUA18wJ4Z5TpzMwZmJzRRe7aySg3zchLeZA84BpoR68f+0stBrn22BeYz+vbKvjJ9v8oYCUXDOoN7G3vm+KT2JSNrjVaqVzxEJjSYfc/i1pHZy0bSA9zMUGuJEcItkfjRos5DT0k93QJ58DLiqJbbYzzzedGMVNC6OcsrYPVXZVsz2ho6ioCLPZjEKhoLq6msLCwgO2mv+bdbwIOA62nb9kBOpY1/8kKBweHub222+npqaGv/3tb9x5550AsvL4WH5BP8eWxmw2U1ZWxuDgIDNnznTKtj2cUigUv2pcktlspry8nP7+ftRqNYGBgb/qcXRsH/+cEkWR+vp6GhsbSUhImJROcqA6WtY3IV6urL4qnX9tqmGNLTZOAKp6DARq4bQoJbtbrePgUCHQOWTk0Y1VhO9x5eq50/hoXyu13aN4a1W4uyhp7jdQ2zNGjJ+WpGB3tlb1Mmq0YLGK7KrrZ1ddP0HuKi6d7sLnlUYMFpERo4Vr39/P+ptn8e6V6Vz/wX7MVpH+MTM6tWTo+31ZN/lNA1wVL/L8UnfWNbnwTUk3BrOVO9aUcOWcMH63LIaXLkjgD2sK2NcFiJJVS0HzAJe8lcObV2Tw6Y1zOPe1vbLxs2O5qhQgSIrZVgfvv5z6fuICdFR3jdI9YuSmDwr46PrZXDs/gnd3N1LeMUxsgNuk2S1HIPJR8RDpnsW4YpLbYf7+/ri5uXHVvHC+KGhzeu+PFV1khHuR3zTAtyUdXD0/gqwoH3ZU98jffV5TP6HernQNG2nu18vrK+8YQqkQ8HQdzwi2eyE6AqOJucd25fGYSXqPcYJ6N81fJZ/jG4rbJx2/+AA32RIHJJYsPmg8bUWrUXLLomge/qpUVjS/cPEMp8/oGzXJgNBVpeDFS9KdwOs7uxr5NLcFQYB/n5/C+sI2/rO/HYUgnZ96k5U5UT48fnYyN31UQEnrkNOsrGPpNAo23nkCAW5qent76e7udgIbAwoPntzZS7OtDZ4ZMc4aJwS68fQFaQgCXPhWDmVt4w8aHq4qvLVqmUmdFeHNmUGDnHFCGAIip724SxbyTCy1UkAUmQRgT0sJ5KnzUtE4uAjsre3lqR+qKWpxZmdFoGdkMpsHEB/oxquXphPuq6OkdZANxR2UtA5S1NzPiEkEOpyWVykE4gIlAJga4klyqAeJQR409o6yLq+VN35qcDJhTwpyp3PIQK8NTC6M8+MvZyQS6Xd0zKw9PDzkcSp7q7mnp4e8vDynVrOfnx86ne6YAxv7TP7xAAoPJTQ5Xup/DhQWFRVx0UUXERwcTEhICKmpqfJrju3cY/XlHYoptKd+aLVasrKyflF28a9p9jwyMkJRUREuLi7MmTOH3Nzcw25Vt/SNccunxSyJ9yMj3Iswb1emebvKQ/MTy860/px9MplMlJWVMTw8TGZmJh4eHod8j+N6jtZx06gU/OX0eNLDPHl0YxUGsxWNEjrHYHOThftPiUVvEnl7d5PMGigEaOrT8/i31UT5aQny0NAxZMRVreTWEyP4KLeV2p4xanvGmB/tTZiXK1/ub8dklUCnp4uCJREuXLV0Bn/6qoL8pkGa+/Usfymb5y9M4fVL07jlkyJMFpFRmzLVTaOga9jEM/lwzTwvHj8rigUxnTy8oRKLFd7PbiGvaYCnz47l6gSROdOjeGV7A0aLiKtKQUPvGBe9lcOrl6az/pY5LHl256Q2mN5sZUmCP+fODGFjSSdbKrvkJJDqrlE0KgVGs5X9LYP89T/l/GNlMjtqeqjqHKG+RwJDjoyh443dKsK33T48eXacPDNVWVmJRqMhICCAGSE69reNM3V76/q4bVEU+U0DbLSBwgUxvuyo7qGxbwylQqBtwEBmuDeFzYP0j5kJ9NDQOWSkztZi99KqJ4FCx9PGsSUL48pjg1kyNW4fcJ4TSw6QfuuNvaOUT2BbfXRq6nudmcYZU6iuW/vHWGMToiyM9SPdwVZncMzEXZ8Wyv/+53kpTgbom8o6eWqTlI38x+UJlLUP8/5eyTzbRQFjZpGMcC/+fvZ0bvqogMqOYRkQTmRyvXVqNt+zQDYXd5xrGx0dZfWOGl7e3YbJCl5q0GoUMiC8Ys407l0Wy0c5LTy3udqJHYzx11HfM8qQ3oyHq4o/nBLHhZlhbN26BYD1+9snAcJoPx3JIR7kNw3IDyN+bmp6R0yISJ6E/zgnGZVSQW3XCB/mNLGhqGNKFs/dRYlSEBiYwASqFAL3LIvluhMiZdV5VdcIb+9scFgGEoNt4C/EQwKAge6yD+KQ3szXRe08/k0lxQ5jAsGeLpySFEBV1wh7bAKcEC8X/nRaIqdMP3pedxNb3AdrNZeVlcmq5mPZarbfY34LjOWh6mBCE/vI1fFQ/1OgcNWqVdxxxx387ne/4+GHH2bmzJlOtjSOwo9jBQoPxBSKokhraytVVVVERkYecerHz1nXLy3H9I+YmJjDAmuO9cr2Bup7xni3p5l394znk/ro1EyzAcQw2//s/y1y6PXY4+p+S3F6Z88IIiFQxx+/KGHlND0bmxSU9sFTP9Txn1tmc2FmCB/ta2HVnmYZaCgESVgCUhJF+6CBL4s6eOuyNL4s6uDD7FZ21/WjFOC05AD6Rk3squunqsfIH7aaeMBlkFVXzOCRb6r4orCDnhETV6wq4JJZoTxxdiIPfFkht9JGjFZ0agWjJivv7mlmT30//zwnic9vnM2NH+6nc9hISdswF6wq5qYEkVvPjiTaT8dD/6lAb7biolLQP2ri6tV5PHVeCmtvyOSUF3Zjsjqfw1squwnxcuXZC1MZM1nZUtHFu7saqOgYcWLOPstvJTnEg4+um83pL+2me9iIh6s0j+k4Dxfq5UKrDVz9WNFNdV8UM6OiiIqKwmKxyAzVAn8j+9ucxRVDBjOCINnPtPSPcUKs5KOZ29hPQqAbZe3DpIR6sKO6hwG9GR+dBArtCSeSiEH6fuyg0LE1mRTi/CDS4NA+jvDVUtzmzEAl+UrXoE1lXfLf7GArM9zLSdgAOM3N2ev2T/YjihJIefai8QdgURR54ItSOXXk3JkhnJ4yPuO3v2WA339WjCjCZVnTUAnw4hZJtOKuUTJstBDvp+Hv50gMYV33qAwIJyrCfXUqfvr9QlRTzHgO6838ZUONbL6dEOhGQ+8oAyNWPNRwaayFcGUnF73WTk3fOPDycFGhUSlkE+7lyYE8dEYigbZ5yvpBK699Wk5hq3R916oVXDQrjAWxvry6vZ4NtvX5uqmZG+UjWw1dPDuMR1YkIQhSpOADn5c4PcyolQKzIrzxddNQ2DxAyxRm4glB7jx1Xorsf2ivzHAvLsuaRmKQO13tLdQMiDx3xVynZURRJKe+j3V5rXxb2iE/JKmVAksTAzgnPZiytmHe2FGPwWxFpRC49oQIblscc8CH5yOtg4lhJraazWazrGq2s7+enp4yQ/9rtZrt1+XjgYE7Xtrch6r/KVCo1Wr58ssvWbZsGTDZwFqhUCAIwjERY9hrKqDmqIqdMWPGLzZ5dlzX0QQ3VquV6upq2tvbSUlJwd/fX37tSICUzkU5pVqxb9RE36iJotahSe9RAEFFJYT7aG1gUesEHM3DvVRUVBAeHn7E6SmCIBz15BSLxYK5u4Hfp5mJiUkg1qeWUsIJcNcQ4iUNI99wQgSXzArlw5wWVu9tkeeSBMbNkVsHDNz2aQnLp/vLzIxFhA0lXbioBJYn+7O/qZ+2ITN/+qqCtXltPHhqLJ1DRnbWSizDJ7mtbK7s5vLZIbyf3YoIMiAUAI1KoKx9mIvfzuMPp8Tw1S2zuX99Odurexk2WHi2SEAMaOLaedOY5u3KXWulG6laKWA0SyKF3y+L4cYEK6+UT74ofpQjPQA8vCKRFWnBrEgLZlhv5oeKLtbltsiM0ePfVJAQ6MbqqzO54I3scYGOUiEnhxhMFry1arnF9vvPSvj+rhNQKASUSqXMUMUnJPJFww7aB8dv+F/lNzPdT0Vpt5mvC1u5aVEM/u4auoeNTPOWxAttAwZSwzzZWdMr29AsjpfOey/X8cvlqFHatrnRPrJAQutgJG40W2mx2dFcMjsMfzcNr9lsYQDCfVzxdJGW99apcdMoGTFaEAFPV5UcZedYMQHO6v5NZZ2U2uZX71gSg4fr+MPQ2rwWNldI2zXN25W/rhi3hWnt13PbR4XoTVYWxfsxM9yLB74oAaQZ1mGjhUgvFXfO8+PmDwto6pOSTewtY0dA6KZRsvW+qQFhWdsQd6/ZT4NNXRwT4CaLYU6M9eXv5yTzZWErf9tS66TqDtAKdI2ZwQBBHi789cwkliVJrGPPsJFnf6xmXb6IyDCuagU3nRjF0kR/Xtpax00fFsrfxTXzI9GoBDkx5ep54fxxeTw/1fTwytY6CmxKcEGAmWGeXDUvgpZ+Pe/tbZIZOuWEudHrF0Ryz9JYue0siiJNfWPsbxlkf/MABc0DfLqvWT5G51d1szDen64hA18UtPFZfqvTrGlcgBsXZIZyTnoIJW1DPLahXGaY50b78NcVSU4JMEezDkchrVKpplQ19/T0kJ+fj8VikWcRj2ar+XhjCg82U3i81P8UKLz44oud/u3m5ubEFAqC8KuxaQeqiesbGRmhuLgYtVp9SFXs4dbRVB/r9XqKi4uxWq1TmnwfCSj882nx3Ls0hnd2N7F6b7P8lOxYKoWAt1aNIEgeY0aLSNugkbZBIzQMTFpeo5Bm+SLbR5lWVeMEGKd5u07Kyp2qjjZTODo6SlFREWq1mjlz5qDX60EUuXnhZHsOdxcVN58YyaWzw3h/bzPvZ7dMSrzoGjbyYU7rpPcazCLflXajFCBQK9BnEMlvHuSSd/M5KzUQH52avlET7i5KOoeMvJfdSpSnQP2g1EZOCnKjvGMEg1mUQeJjG6v5qbqPR1fE801JF0/9UIuIwLOb68iu7+eZ85NZe2MWt32yn9K2IZmJe+qHWhYGC9wwfxpv7W6etK2OwFAQBNxdVaxMD2FlegjflrRz9xrJTuWmDwv5+vZ5PLwiiQfXS6bcepOVGH8dtd2j9IyamRftI9+0m/rG+CinSU7usJdKqeCKuRH8e1M12Nz1BoywwMeV0u5h1u6tZYamk7QANVuGjVjtc4WN/cyJ8mFnzbj3pL2taLc7AeTvaJpDO9Zx6L91QI9VlMDJI2cmkd80wEvb6uTXT4zzA0YRBIHlyYH87ety+bWZ4V5sr+qR/21nD6Md5sisVqt8fAI8NNy6aNxjsbZ7hL99XSEdB4XAK5fNlNXIw3ozN39UQNewkYQgdy7ICOW+dRJjuCTRn5+quon213FiiIIHvmtnzOZ5OZVWQyHAF7fMnRQLJ4oin+5r4e/fVmI0W/F1UyOKUNU5glop8LuT41gY78edn+5nv8P8nruLEqso0jUmPawsChFZGWsi0NROY7OR72oNvLajwdYuFjh9uj83LIphTW4L572eLW+jt1bFl7fOY11+qwwIb1kYRVqYJxe+uU9u1bqoFFwyO4xzZ4bwTXEnD39dLj+I+LupUSgUsnm5t1bFS5ekExvgxu7aXgqbB9jfIplbO84ATqzVexr5KKeZbVU9MrjUaZSckRrEhZlhpE/zpH3QwCNfl8uWRAEeGh5cnsAZqUG/asvxl1i9TGw1Dw0N0d3dTUdHh9xqdgSJR9pqtm/j8dB6PRgoPB62316/CBS+/PLLPPXUU7S3t5Oens6LL77InDlzplz2pJNOYtu2bZP+fsYZZ7BhwwYArrnmGlavXu30+vLly/n222+PaPsOlGpyrEGhHXC0t7dTUVHBtGnTiI6OPupPP0eLKezt7aWkpAR/f38SEhKmPNGPdF06jZI7Fkdx5Zww3tndzEc5LehtNIFdddttG+pWChDvDRkRfkQHeTFksNDSr6epd5S8ZokhMVqhoc9AQ9/Uvl7eWtUkdtH+/yFeLqiViqOasWxXPoeEhMi5ygaD4ZCf7+mq4vbFUVwxJ4zVe5r5IKdFTqaAAytxQWJuOsec5+2+LOrExSZ8GDZYmBUA+d1QPyjKx7m8Y4SVM4LYXt1Lr81KB2BrVQ8XvDXE42clsOryZG79pIRRi8DO2j5WvJrD6qsz+PC62dz/ebFT6/OndgUKj1GCPV2m9FmbCAztdVpKMH84RW+LHrNw9apcvrptHnvr+lhf2GbbB7MMXPfU9TE92F22KnnyuyrOmhHiBNoALswM48UttU72NCO4oFSM0DQCCs8gpvt2sqUOypqkVm1Z+xDnzpDcru03+4be8ZlCe9nbx45+hloHcGRvHUf46mR7E8eaG+0LemmZH8u7MJitMvgbmAAyRCQ2K8oBFP7920oZwDxn8yQEiaG8/aNCef7yT6cnkBgkZVGbbdYzlR3DBLhruG1RFPd/UYLZKqmL08O8aOvXU9U1wvvdh/49/Pv81EmCh2G9mYf/Uya3byN8tDT1jUmg1l/HU+elktvQx8pX9spG2gCBHi4yAEsIcufxs6eTFupBX18f3xY28fo35XSMSsvH+mpY4j9KMyIXv5kzSUTSP2bm6R+q+Gq/tA1npgWzrapbZmo1SoG0ME/6R828t6eJD/c2YcO+RPvrWJESyPt7mxkYkbYnzNuVlBAP/ri+9JAG0vbSKiWLop8cjO0zwr24IDOU01OCcHNRYTRbeWtnA69sq2PUaEGpELhybjh3nhSDu+uvz9ccrdl6QRDw9PTE09OTmJgYpzGOX9pqPl5EJvB/iSZ8+umn3Hfffbz22mvMnTuX5557juXLl1NRUUFgYOCk5T///HOMxvFWTk9PD+np6Vx44YVOy5122mm8++678r9/CZPm7u5+wPzjY1V2RXB5eTmdnZ2kpqbi5zfZePdoreuX7JsoijQ0NNDQ0EB8fPwBM5aPxrq8tGruXRrNFVmhvLGziXX5bbINS5SvFotVpKlfT1U/VPX3AD2khnhwQqQb3voh8n7mevrHzPSPDck2MU77IEjtKW+1hTBvIxfNdWd+9NQG14cqx2M3MdnlcECnl1bNXUuiuWJOGKv2NPPxvlYZNB+oVDa/uIlrMFjsySYiWdH+PHhOJI9sqHI6Fuv3d/D7ZdHkNw/yY4XETrmoFHSPGLnlk2IunRXMH2da+LzDh4LmIbqHjZz9ajb/OGc6L1w0g+c318g3WwGRbVW9xPofWBl5IGB4/YJIytqH+Lqog+Z+Pbd/sp8XL06joLmf+p4xOoeMXDE3nA9sQoiOIYPc2jNYRB7/poKnzk91Wpe3Ts2ZKf58Vjhu97KjppdZ4V5kN/ST1y1w6ZIMXsn9ibZR8NMq6Bmz2rxMlTT3SteOpr4xLFbxAKBw/Kg75mHbgWSkr8QkFk5QtGZFetNQIR2Lr4sk5bGIBKIcPfDsYpxQL1eZiewaMvBRtvTeedE+zI4aP2f/9V2V7He5ON6Py7Iko2tRFPn7xkp+qu7BRSUQ7aflnrXFgMQm7qjpZYcDO3qoWpkujQE4VlnbEPesLaK+R0qiCfh/7J13eByFufV/M9ubVr13WS5y7wYMNr2HGiDUkAAJhDTSSG5CLkluSOEmJIRAQu+9hV4MtnHvqlbvXdrVrrbX+f6Y3ZFWxQ1DcO53nsePvNLuzOzO7MyZ933PORYdnTESdfnSPK5ckc8db+xPeH9mnYpAOMqgK4BWLXLrmhK+dkIRGpVIy5CH373XqVRNLToVFZl62mw+HmpUATamgkmr4ow5mayrH0Yljn2+cdIdjEjs7hwj6WEJFuVb+frxhbTZvPx5XUvCd6nH4U+YLcxOkq9JA6MB5XnxZY+3QSIikWrScOHCHC5dkpfQBt7WZudXbzUoCvulhcncce6sSXOKnyUO1j4OR6JTjgUcDOPHOEDuOtlsNoaHhxNazfFK4oFazcfKnJ4kSdMKTeKpXMcKjpgU/ulPf+LGG2/k+uuvB+CBBx7grbfe4pFHHuH222+f9PyJc3PPPfccRqNxEinU6XRHLSrNYrH82yuFcV8/vV7PihUrPlNzy0/TBp2YonIw9e7RarlmWHT811kzuG5VHvdv7OCN6kHa7fIM0ykz09AHHXT4tNQN+KjpGyN3KQYV3mBUIT7jMXEQfjpEJegbDdAH7LeFsVqGsOrVihnwoSJuKeRyuab87I5E3Zxq0nLbqaVcuzKfh7d28cLu3imNnGFMhGHQiEp1USWATiXgDcv+gw/ssNHrU3HPpRV82DDMPR+1KnF4d69r43/On8kpM9O56/1m3IGIQrie3d1PjlHFX79Sxof1Nv6xuYtIVBYxbG0d4TcXzKEkw8TPX68jFJHX2zJOlDCVn90zO7uRgF+OI4aCIHDXhXNpGfKwv9/N1lY7D2xs56+XL+QX/6qjsnuUvZ0OTpmZxkeNNuyeEPNyLdTE5lDbbN4praauWJLNuv0DGA16ep0BIlGJNLOs+n27doCb15QwM9NEIBylIMXAphY7qXkliO2deEKSkkyzbssupMCYM0CcFI4Xy4yvFMaNqwtjKROV4yqFOVY96WYdHcg3LeNb1RkWrUKkQCaPm1vslKaPEYpbnq0kGhOX/PWyMQuaT5qGeWqHTJpTjBr+eMk85fN4fFuXQsiDEYkd40YxwlEJs07FnGwL1T2jB70JKU4z8Kvz5yiPJ7aLrQY1/lCU/tEAVoOaX50/h0FXgEv/uSOBRMd9M0Emt3eeP4fiNCMuf5g/vt/EU9u7iMRSgkRRwBWIsL0rfpMvTFBAy5TMrBVINar4zgvVk1reU317RAG+c3Ip583P5iev1iaQRZD3x8I8K6UZJoZcAba22hOq4HFRTnzZUmyZ89LVXLwwi0uOm5VgezPoCvD79xp5s3pMCPPjM8q5cGHO51JJkiQJdyDCkDtA3XCIDslJoMXPoDvIsCtA54iPLrsPuzeIIAjU/fLUT71OvV5PXl4eeXl5Ca3mwcFB6uvrE1rNqampCQ4cx0qaybEkiDkYjogUBoNBdu/ezU9/+lPld6Ioctppp7F169ZDWsbDDz/MFVdcMSkabf369WRmZpKSksIpp5zCb37zmyOurJlMJoaHExV8KpXqczOwHhwcxGazYTabWbJkyeeStXwkhHd0dJSamhrMZvMhq3eP9hxefrKB//nSbK4/roC/bWhnXYONjxptqAQ4Z5aW6+bqqOx20hows6vbzYhv6vcpkEgIMy1aStOMJBs1eAJhOkd8dNr9U14gXt7XryRpWA3q2FyigfyUsRnF/BQ92Ul6Jec2Pj+o1WpZtmzZlJZCn0bIkm7W8pPTy7h+VT4PbZErqlN5xKkEFEIYJ4fesESKQUVxmpG93S7+VT3IugYbN59UxCs3LuWu91v4pEWezfuvNxr57tpiXrlxKb94s5Ht7Q5AJh59XrjqsUpuO7WUh66cz7dfrMUXivJaZR/7up088dUlPHbtYr7x5G7cYSFBlKBTi/zpwgq+/2J1wn55dmc3AokVQ61a5NHrlnD2vVsZ8YZ4aHMHFTkWHrhyESf/eRO1fS5uWbOAnR1OXIEwNb0u0k1ahj1BqntGead2kHPmJaZolKYbuXOZRCB7Bj9+RRZT1PW5UIvQOOCmedDNM19fjkWv5qntXWxqsVPT76E4TZ5hTDfrGHAFcAtGIr4x42Knx8/Q0BDB8NhxqB8nNImLCYrTjNjcwYRK02kx0YQkSXzS7lZmzUQhcRliLNUC5LYmQE3vqDKHd9OJxViN8nfV5g7yvRerAfk78PevLMRq0CBJEvdtaFOUxfJ6xz6f5UVWbjutnFAkys3PVh6UEJ43P4s/XDxPsWFxB8L88o39CsnJsGgZcskdoRXFKXz/lFL+8EETe7vGqoNGrQpfMILDJ2dK335WORcsyKZpyMMPXqrmvbrBhGNcIlHlLd/0yTc7Y4htT1DCPa4jZdWL6NUqBt2hSd/5k2em86cvz6fP6ef8v29Tvj+iALedWsZ587Nps3l5blcPj2zuUG5uLDoVqSYtnXYf7nHzv3nJei5dkstFC3Oord6HPlnH9vYRBl0BanqcrG8cxukP4wlEEAT4yrJ8vndq2aSxhyNBOBLF7g0x5Aow5A7GfgYYVv4fZMgdZNgdmDDL3Tn9QiWJvZ0jLC48su7JVJiu1Wyz2WhublZiaeOziMdKpTB+3T3QTOF/dPt4eHiYSCRCVlbiCTgrK4v6+vppXjWGHTt2UFNTw8MPP5zw+7POOouLL76YkpISWlpa+NnPfsbZZ5/N1q1bj+jAsFgstLe3J/zu86gUjlftpqWlodfrP5e7ncOd85Mkib6+PhobGykuLqaoqOiQD9zPKj1lRoaJey6dS02vi7+ub2Nrm4M36p281whXLsvhj6uLUYvyfNtHjTY2NtlwjfMpi7dwUk0anL4Qg64gg7GLVH6ynpmZRjrsiTYTerWAViUgiir84Qj+UBSnL4zT56a2L7HSDLIiOjtJR45FhSHipSTTwsKyPHS2APkpIkkTqozxff9pTNMzLTp+duYMrl+Vz4Obu3i1sj+hAheP1RPHkUOdWmTEF2Gk2yVn/gLtdh93f9jKK/v6uf30Us6bn8Uv3mwgGJb4y/p29nQ7ufviObxVM8g9H7XhD0cRkQhG4Hfvt3BCaQrPfn0pP36ljsZBD+02L6f/ZQt/u3wBt82P8HRXUkJ0nicYYVeng4evWcyNT+9LuNjLFUOJX547W/lcUoxanrp+KRc+sJ1QROJHr9Ty8k3LuXhRLs/s7ObFPb389sIKvv18lfy+xx2Dv367njXlaZPERaIAZ1Vk8j9vN+D0h+mw+1hSYGVPl5O3awb4zilywseSQtnjb1+XgxPKUmkd9mLSqcAFYV0yS+ZlQpWsbvWHo9TW1tLTHyJOSKIhP5Ikt8LixtWFqQYqe8aqT/Nyk/j5ObOUxx+1jLXyTyhL4/wF2WyOEfXz5mUzEJuzK003IUkSf/lIzuotTjPynZNLAfm4+t6LVYpf3y1rSpifl8S/qvq4b32bQlDlittYNN3MTBNPXr+Mra12bnm2MmGGdTwqss3U9ctziP9zQYVCCOv7XXz3BbldLAqyaGrIFUQtCnzn5FKWFSVz3eN7EircRq1KqbKeOjuDlTFRz+/ebZok2NCpRSx6NcMxyxgxligjL05gZuaYmnkiMkwaMowidUMBnBP8DkxaFb+9sIKzYhY9sleqGl9I3vb/uWAOw+4g1z6+R6n4AszIMMpm9ENeXIGx3+cl68hOMhCORnlpTy9/39AWO85bmQoL8pL45XmzKU030Wn38kZVP1evLJjyuZ5AWCZ27jGyl0j05Mc2T3DKBJzpoFXJN6rT7HKSDGquWpZPRc5n284+UKu5q6tLSVzp6Og4aKv534l4oelYqGoeDP8W9fHDDz/M/PnzJ4lSrrjiCuX/8+fPZ8GCBZSVlbF+/XrFZuZw8O+YKfT5fNTW1hKNRlm2bBn9/f0EAocebv5pcDjVu7gtTny2MyXl8O4GP0ujbIB5uRbuOjOPlz6x8U6PhhZHlMd29PFy5SDXH1fAVcvzOGNOBqFIlF2dTj5qsPHcblmhKycQyBcYnUrAoBFxBaN0O/x0T+E75g9LsVbqob2fKNA7GiDuN7up38WTVWM3Q3q1SIZFS16ynjNmp3P+XLnSfTSGpnOseu44p5yvH1/APzd18lplv7LVUUn+pxXlOam4wEItCorNxewsE33OAK3DXm56tobTZ6fz5LWL+P7LdfQ6A3zSPML59+/kF2eX8/zXF/Nf/2qgJkaMRQE2t45Q98Q+fvOlOWxptfP0jm4C4Sg3Pr2Ps/MFHr16Hr94q4UN49SzT2zrIsOs48mvLuW6x/ckCD+e3SlnAY8nhjMyzdx7+QK++UwlkajEtY/t4aGrF/Psrm7WNw7zo9NncFZFJu/WDTLiC1OQoqdrxI/dE+LvG1r50RkzleXHl6nTqLhkSS6PbJErI6qYCOft2gG+fbLsvTkz04xRq8IdiCgt5vh1tsPupSxzrKsRiMCaNWt4on0X2GTSV7VnN10mLSlp6XTH7GiKUo08u2tMjb20cMxcesgbpWZgjFxctCib+ze2K4+/vrqI78TIb0m6kY8ahtnYZEOjEnjgyoXKe3tsSwc7YpXdBXlJLC6wcvpfNtM3ziw7O0mHNxBmNEYcRQH+99L5bGiy8e3nqyalrcTxo9NncP9GWTX92wsr0GtUSJLEC7t7+M07crvYpFXhDUUY9YcpTDXwv5fMozDVyP+806AQQqV6HYxg1Kow6VSsqx9iXf1QwvpUosCKomSMOhUfNwwrhFBgTAEdH0mYjhACDHlCxMNgxreZy5NFriwNkORsoaHBQVJyKnd+2I3NIxPCsnQjP3utTqlqqwT52PEFIzQPeadaFT2OAD2OQzvH51n1RCWJ6x7bnWC6PTDqxxeKjhHAGOnzBg/9WiUKkGbWkmHWkWHWkm7WkWHRolWJDI4GaLV5qOt14Q5GEoh6wueTaeJba0s5c04movj5k6+Jrebm5mb6+voYHBykoaEBrVarCFYmtpr/nYhXNL+IhPVwcUSkMD09HZVKxcBAYoTPwMDAQecBPR4Pzz33HL/61a8Oup7S0lLS09Npbm4+YlL4ec4UDg8PU1dXR1ZWFjNmzEClUn2uM4zx6t3BKlJer5eamhpUKhUrVqw4IjGPKIqfWRt+fFzdkjwzZy3OpC1g5q8b2mka9PDX9e08tbOHm04o5MuLcziuJIWFeRae3907pdgicBifvyjIYo9oNIpzihD6Q4E/HKVrxE/XiJ9tbQ5++14LJrWKvLZ9ZFp0pJu1ZJrlnxmxf+lmLWlmrdKWPhjykvXced5Mvn58AX/9qIn3GkaIV6yCseu7XiPiD0UJRyWlylI/4EElCszOMtE44OGD+mE+abbz1VX5bGy202H34fCF+cEr+1lbnsrvL5jFfW/t4P0eNeGonMwx4g3xreeq+MryfP50yTxuf62WYETinW4V3jeb+P0l83lgYzuPbR1rTVV1O7lxdREv3Licrzy8K+FiNxUxPHlWBt87tYx71rUw6g/zs9frOHVWBh/WD/HIlk7uPH8OW9vsOH1hukb8iqL6kS2dXLw4cag/3rq/fFm+Qgqru0fRqgTahuU0kTk5FtQqkYX5Vra22pVqmjcgH+Oddq/iWwhyezwUkQhLY5WBM09bi2fUSXVbP5EoaESJtv372N409l6XFiUr/9/WO9bmtOjVpBq1NMWIzsriZErTTXTF5gvzrHque1yWV11/XBElsRnD+n4Xf/igGZCrcH+7YiEuf4g+55gQpzjVQCASVQghwPXHF9Fm8/CDF2sSVMBxCMB/n5ZDSC3iDkRkm5qytEnt4iS9WslzvmhRDj8/Zxbb2uTK49C4Ct/4KqQ3GMEbjMhHqzDWzr5gQTZpJi3P7uqeVLUcv4VyhTzeE5geapWAQS3iCkQQBbj5pBJuWVNCJBzCZrPRMzDEN1+vpNczttyGCUQzIjGJmKlEgcIUA7nJeix6FSpBNprvGvEy5Aoe0Cmgx+mnxzn5xvSfmzqmfY1BI5Jh0ZERO2fEzyEZ484lGRYtKUYtKlHAG4yws32ET5ptvF83qBiAx2HWqUgzaeke8RKRBCSgIsfCt9aUcMqsjH8LGZwKgiCg0+kwmUwsXbqUSCSSYKA9sdWcnJz8b6vUHSjNJI5jhTAeESnUarUsXbqUdevWceGFFwJyFWTdunXceuutB3ztiy++SCAQ4Oqrrz7oerq7u7HZbIecYTsRE82rQTbhPNokLRqN0tbWRnd39yTl6edJCuNfiAMdoENDQ+zfvz/BMuVI1/VZvK+44MXr9bJ06VI6OjqQJIm1M9M4qTyVd2qHuG9jO10jfn73fguPb+vm5pOKOH9+Fp98fxX3rG/ntcp+DjIaNS2iEglxV3GyAUwYbD90hKMSzqCAs99DXf/01Q0BSDFpyIyRxFXFKVy3Kv+Ay86xqLmiOMgyY5T1jlQ2t421KuOzQ3FyCKAS5fms+gEPZp2KFKOGrhE/D2zqJM+q47/PLadp0MMjW7tZ32RnR4eDs3PhkSvncue7rQmt4Wd3drO9zc7frlhArzPAb97az4bmEb78z53ce/kCytJN3PHGfiSgssfJsDvI7GwLL39jBVc8uDMhOuzZnT0gwS/PGyOG3zyxmPo+F+/WDdI85CHNpGVpoZUzKjJJNmr4w8Xz+MbT+wC51RiMRIhKcMe/9vPU15ZOOgkXpxk5riSFvV1O/OEoFTlm6vrcvF0zwJxYm2xGulEmhTFWGLdH6hzxYTUkfqd8oUhC1dOg1WDMyEDtEIABilJN5OTkUB+LkgMwePro64uSlpbGlp4xUnjuvCwe39alPP7GSSV02r1EJTDpVLy6r5ceh5/sJB03r5E9CX3BCN98ep9SQfvzpfPISpKJwoK8JKp6RkkzyZ6f46uGOVYdJekGvv9CDZEpeo4alcAvjzexvNDMja/J23TtykIaB91Ku1gQQKMSGfWHMetU3Hn+HI4vTeWOf43Z0cQxnnPOyjKTnaSjumdUzvOV5Lb9ssJkXt7bp2QMj/+uiYLcPk82aqhRhDDTX2BNGoElhSlsbRvBFYiQnaTj7kvmsTym0laJWrqDen7woZOJxUa1IBFFSNjmXKsWuzdMJCqxIC8JrUqk2+FjW6v9kARtBo0o30BMQb41KoFZWWbKM80K6ZMJ4BjpMx/EazUalWgYcPPqvj42NdvY3elIGNMQBViYb2VhvpU+p5+PG4ZjnQOBeTlmvn3KDNaUp30hScv4mUKVSqVUCWGs1Wyz2di3bx+RSCQhq9lkMn1u7+lYmX08FBxx+/i2227juuuuY9myZaxYsYJ77rkHj8ejqJGvvfZa8vLyuOuuuxJe9/DDD3PhhRdOEo+43W7uvPNOLrnkErKzs2lpaeHHP/4xM2bM4MwzzzyibZyuUjjeGufTIhAIUFNTQzgcZtmyZZOEM/8OUjhVWzcajdLa2kpPTw9z5syZ0jbocNd1tNvH4+Pqli1bhkajSViPKAicOy+TM+ak81rlAA980kHfaIA73mzkka1d3LqmmF+cXc5315bw2PZunt7Rc9DBeTgw2QtOGHgXgGWFVur63Qkm05kWLcWpsmp5xBui2+FnyBXkeyeXcHZFOu9u3EpeWQWOgNwiGnQFY62ioDITFJHA7glh94RgwHPQAfT456XT6cizqHngnIVUdjv57ktj8WYwRg51alEhMSpRwB2I4A5ESDdrCUWi9DgD/OjVelaXpXDPpRU8tKWLfd2jvNyuoiHQxm/On8W7dUM8sb1bUVm2Dnv51nNVfP/UGXxvvsQzHXq6Rnxc/tBO7jh3Ft84qZgHNrYz6Ary5Qd38MCVi5idbeGVb67ksgd3JGzns7t6kIA7Y8pWQRD44yXzaB3eTuOgh+3tI/zgtBmsnSlfFNbOTOf8+dm8Ud2PKxDBqlfj9IfZ1eng3bpBzp472fz3gasW8eT2Lu7+oFnZf2/XDnDbaWX87r1Gnt/dQ16ynnPnZ/N27aBSJeq0+7CMuzj/+cvzMGhUBGPkUaseM9jNMOu4cnk+aSYtEWM6vrBMCvOStGQlGWhtbeW9bVV0jo5dRE4oS+U7z8tCkeI0A8eXpioekPnJBh7cLFc4bz9rphJ39s9NbfTFlLBfWZbH2lnyXNbv3mukqmcUnVok12qgOjbnEDcaP3lmOr94vX7KY96iU/GvW1bR21zLji4vnXYfSXo10ajEZQ/uJBCOKjcZwXCUxQVW7r5kHtW9o5x731bsnhACsq9iNKYcXpifxDUrC0g1a7lvfZsyWpCdpOWsudl83DCkVMri1U0JyDBruf442ZT84S0dNA9Nf0MFMsH67smlbGsb4ZOYovuMORn8+ksVJBs1uANh3qjq5/ld3YrHJchJNWadih5ngLAUm23VixyXLeD2h9jYP3a9mKhOHr9utSgoFU6tKJ+v/BFp7HfjbjDNOhXfP3UGVyzLOyLbl2F3gM0tdjY129jSalfa7HHkJetZXZbG6hlpFKToeXZnD0/v6FLI4pICKyvNdr5xwcJJwQRfJBxIfTyx1ex2uxVV8+fdav5PSTOBT0EKL7/8coaGhrjjjjvo7+9n0aJFvPvuu4r4pLOzc9LObGhoYNOmTbz//vuTlqdSqaiqquLxxx/H4XCQm5vLGWecwa9//esj9iqMVwrHt1OPJkmLmzynpaUxa9aso2ryfCQYXykcj0AgQG1tLaFQaErieqTrOprvK27sXVhYmJADPZXHn0Yl8uUlOZw/P5Pnd/fx0JZO2m0+fvjKfuZkm/nO2mK+u1Y2yH50azfP7e5NqOhMxHRWFVOlOEjAzk4nSXo1K4qtBEJRavtcCYKWJQVJ3HRCIWvL07Do1Rg0IkVmOL4seVpLokhUYsQbkgljTCWYa53evmhoaIi6ujoKCgpIT0+nslIWQCzMt/Lhd1bxizcaeLNmMOE1gfDki5NKQLmg5Fh1DI4G2NQywrY2B9eszOP0WWncu76Vmj4P1zy+j6+uyufBqxfyyzcbFEVtKCLxh/ebmGkVuOeiWfx9Sy/rG4f5r9f3c9GiHJ746hLueKOedpuXrzy8i7svmcepszN49ZuruOzBHQkWH8/tklvJcWKoVYs8cf1SzvzrFpy+MP/7YTNzss2cGIue++V5s9nUYmPEG0qoPN75Zj0nzUibVE/Sa1RcuDCHP69rocPmQ68R6R7xUd0zytM7uglFJHocfq5/Yi+zs8zUD7gRkFuIrkBYEUrMy01CO45ka1Vja5qTY+GX58mxcq/sHUuiWVkqnydmzZrF1vcaALkKl2WAlz6pVo7DG44rQBAE2oZlEuTwhQiGo6wqSeGsikzleInPERalGfjZ2bJ45entXTwRqzh+eUkuT8X8DFONGuzeEDMyTDwTa9dPRK5Vz+s3ryTJoKFHkni1Vha8pJt1/PqdhtjnJxNCUYBvrSnl0iW5/PbdRiWNI35sSRKcUJrKr740B6NWxT3rWnhhTw+SJC/j3LnZNA25lRGD+PctEpXIStJxwwlF+IIR/rm5HYf34GMq83OTuGVtCT9/fT82TxCdWuRnZ83k8mV51Pe7+dO6Zt6o6ldIvkYlKMp1pz+M0x9GJQqsnZnOpUtyOWlGGmqVyEs7O6hZ14qAhDsQJTDuNGLVqThldgZ2b4iNTbaE6pw8wiGRZtJQkm6irs+lrPviRTn88PRyZW71UBAMR9nd6WBzi41NzbYEUgvy6MDK4hROKEtl9Yw0itOMdNp9PPBJG69X9ivq7ZUlKdyypoRlBUl8+OGHX/jq1qFW4ARBwGKxYLFYKCkpSWg1t7S0sG/fPqxWq2J9c7Rbzf8pxtXwKYUmt95667Tt4vXr10/63axZs6ZlzQaDgffee+/TbM4kmEymz0RoMn7mrby8nJyc6T2mPs9KYTzGbzxZczgc1NTUkJKSwoIFCw4693CoOFpk90D5ynBg8qnXqLhuVT6XLM7mie3dPL69h/39bm5+roYlBUl87+QSbjyhgO3tI3LM1pBnEtGL++lN2q6D3NyN+sPsaB+rGgigkIQ9XaPs6Rrlt+81s7womYsWZqOKHtiWRiUKpMfaxrOnfVbisRev+Lrd7oRlq0WBuy6YzYqiZO58pynBzgPGqp/jc10F5BajAGRZtAy4gjy6tZtMi5bzCqIMq9JY3+LgoS1dvF8/zM/PmcVH9UO8uKdXeX2jU+CG52r51ZfmsLjAyl8+auHVfX00DLj585fn8cf3m9nSaudbz1Xyw9Nm8PUTinj1myu5/KGdCSrPicQwxajl6euXcuEDOwhHJW55Vo7CK0ozYdGr+d9L5/G1J/YCY5nOI94Q961v49YT8yZ97hkWHWtnprOufoicJD1tNi9v1wyQbtbR5/STZtJw4ox0tGqR+gE3Jp0sPumwyy1kbzCCwxeikDGfwvHG1eMx3p9wSWGysg/f3T9mlfXllSX885N2QMKkBsNQHZs3d7G3VT6nDIwGUIsCd4ybubx/Qxu7OhwYtSoevGoxWrXIhsZhfhMjbxcuzObZ2OcYjwVUi8KU1TYBuGhxDneeN0fx1Ot0htnTK48KtA57iJ/e/KEoecl6/nDxXPqcAS54YDsObwghNhsYjEikmbT819kzOX1OBs/s7OFv61uV9JWTytOIRCVe3hc7bmKvi0qy2fhXVxUQiUrcu76VUd+ByKCEgDwPd/LMdApSDNz8jHxjNDPLzG8vqKBx0M3lD+1MMMtONWoQBYFhT1CpshanGblkcS4XLsoh0yIXIPqdft6qGeCNqj7s4+yvDBqRlXkGKpKD7O4J8K+q/kkt5AyLlgpLkJWzi3ijzs6uWLb3nGwzd5w7WzkODgRJkmizednUbGNzi53tbfZJc5YVORZWl6VxwoxUlhQkK/uuZcjDj16p5a3qfuU8troslZvXyIpwQOmWfdHVskcqzvu8W82HQl6PFWL4H5V9PBFJSUnKBXN8pfDTCCSCwSC1tbX4/X6WLl2K2Ww+4PM/q9m7A60vLjbp6uqitbWVGTNmkJeXd1QPyqPxvuKt90gkwrJlyzAaJydhCIJw0PWYdWpuOamYryzL4+EtXTy7q4c9XaNc+0Ql5RlGmqZRDQJTEsIjgQSTqpFRCba3O9je7kAriqx1tHDBolyOK0lGcwQto/Em2eOPvel8EC9alE1xmoFtbQ5OKEvh7xs72Nw65rU3nhCON98dcAXRqkT0GpFBV5CXXCoW50X48WmlPLatm067j5ufqeTixTn876VzuevdJqXaOOqP8L0XarhkcS73XbGAn72+n7o+F9c9toffXlBBUZqRZ3d2K6bTqSYtr3xjJV95eKcisgCZGKaZtIpdTHmWhXsum8+tz1URjEhc9chuPr5tNRqVyAllaVy8KIdX9vXhDUXRiBCKwqNbOzivItE0P45Ll+Syrn6IIbdMDN6pHaAwxUCf048rEOY3X5rN8zE1u7yvInTavVgNGvqcAZwxwhKPuZuY/xvHeFIYF5lU9YwqAhJRkD//OFH/5toyzliZh81mo3Nng/Las0p1aHw2vF6BmsEA922Q7U7uPH82RWlG6vvlNJGoJCeZvF0zQCQqcfbcTKWiONVMm0oUuO+KBZwcaz2DTEgeqxkTQ4y/cTp3Xha3ri3hjx8081GDTGzHG5RfsjiXH59RTlWPkwvu366IHMozTRSkGBIygOV1yVWuK5fnoRJFHtrckaDKnQqzM400DXmISHLbvX/Uz8eN8racNz8Li17N9U/sUYioShTIMGsZcgfkOUbkauVZFVlcuiSXZUXJCIKAwxvi+V3dvFndz84OhyKAUYsCJ5anccacDERB5KW9Pdy/z4PE2HfYooGl6RInlVqYk5/GXz5u5w8fyS1xi17N908p44rl+Yqdz1Rw+kJsa7OzqdnO5hZbgrclyO30E2Ik8ITStEmVxsYBN/dvbOOd2gFl29fOTOeWNSUszLcmPFcZyfmCk8JIJPKpUs3iONRWczxp5XBbzYciNDlW8J/xLqaBxWIhHA4TDAaVtt2nqdzFq27JycnMnz//kA6Cf0esXjAYpKamhtHRURYvXozVaj34C49gPZ+mUji+gjl79uxp77LiMYGHghSjhh+eVsrVK/L4x6YOXt3Xf0BC+FnDrFMxJ8tM32iAboef9xvsvN9gJ8Wo4Yw56Zw7N5OF+UmIh0DWfT4fVVVVU5pkHygxZXGBlcUF8v5/4Cvz2dvl5L6NHYo5NUzdPg9GogQjUcw6Fb5gmL09Lip7XVy8KBtJEnilso9X9vaxvnGY755cxpZWu9JCBHh5by+7Oka464IK/rGpnb1dTm59voqbVhfxh4vncmZFpnKTYtGreeHGFVz72G6qx8XB3behDUGAb58sE8PT52Ry69oS/ra+jWF3kM0tdmW+8OfnzGJDkw2bJ6h4r0UluPOdZr46hQXcSTPSFKNlvVpWj8Y92YJhiepeFzNjmcHxC3mn3afMecbziRVSOEWl0BeM0DAgt/msejUlsZzgN6r6lecsyTUqlVGNSuCKZflotRqys7Ppdu0H5OSP61dk09fXx66q/fyhSkVUgrNnp3Du3EwGXQG+8fS+WFvbwq6OEYIRiZNnpZNs1CjijYnQa0SevH4pC/LGzg+egKz0bhyJmfEK8o2TUavijnNmIiFw+UO7GPWHlZuJcFSiOM3InefPJsui4yev1rI+RtKSDWoWFSSzvc2eQPrj7/eSxTkYNGqe2dmNNzj9+URAJnwnlqfHLGME5ucmsafTgS8UxahVkWPVK6pokI8rJAlXIKKMKMzPS+LSxbmcOz8bi16NLxjhndoB3qjq55PmxBbw8qJkTpudgUGrYlOzjf9+s55AeOzvggDHlaTwnZPLWJCXhMvt5vHNrXz9lQ68IfmYOaXYwHfWFDGjIGsSIQxHolT3jirVwMpuZ0KHQqMSWFaUwupYS3hWlnnKG/u6vlH+vqEtIYf8tNkZ3LymhHm5SVN+ntFoFEEQjglSeLS38UCt5tbW1klZzYfSaj5YpfBYqRLCfzgpjFdS3G73pyKFkiTR2dlJW1vbYVfdPm9SKAgC9fX1GI1Gli9f/pkN1x4pKYzH/rW0tBzSZ3kk68lO0vHLc2Zy/aoC7tvYzju1Q4elGhaQyLdqKcu04PCGaB72HrR6MRXcgQg7O53oVAKzkiHVaqFhyI/dG+L53X08v7uPXKuOc+Zmcs7cTMozp571tNvt1NTUkJ2dzYwZMyadoA4nMWVxgZWHrlrAzg4Hf9vQzp5xSRMTIcTeAwgk6VWM+iO8tLefFIOaG44v4uPGIZqHvPzyzXpWl6Xy5TJ4t1ulmIl32H3c8lwl31pTytwcC0/t6OafmzpYVZLC6rI0JcsX5GrRM19bxtef3MuO9rFq5t/WtyEgcGvMqPnWtaX0Of28vLeP216q5vkbllOeacakU3PPZfO55tHdAGhEgVBUYl+Pi31GgbMnvDe1SuTiRbn845N2rAYN/pgpcBxbWu3ctLqY3T9dy3O7uvnjB80JtjTOWMXpiuX53Le+DesUsYi1fS6ikkwYz5svi17CkShv14yRwuJUHbt65BuXy5bmkRRbfk3vqFJ5/smZM5k3KxdJKuPmZ/YxErCRa1FxVsYob7+/jvv2a+gfjZBn1dHj8OEJRllelMwNxxdxdezzmIgUo4YXb1pBQcqYyKBhwM13X6iibZzCPCLJROr2M8r5x6Z2JYc4PgOoFgVuXF3MNSvzeWhzJ09u7yQUkeMBlxen0DjgVghiHKIA587PwqLT8Mq+3gkJG5MxL8fC019bil6r5u2afqKSxLxUqO0bVbbBG4zQMuRBFCDZIM9PxiuFyQYN5y/I5tIluczOthCKRNnSaufNqn4+rB9KsJyZnW3mtNkZWHQatrfb+d91LZM8HAXgjIpM7jxvNikm+fy6t8vBr95qoC4Ww5lnlLj99GIKjRGGe9vpbKrFarUS1SfT6FKxu8fLtrYRxc4njrIMkzIXuLwoRREVTYWqbid/39CmVEkFAc6syOTmk0oOmqF8sNzjLwqOhrfrwTCx1RwIBBQD7crKSsLhMKmpqco84lSt5v8/U3iMIL7zXC6XssMP15ImFAqxf/9+3G43S5YsISlp6juv6XCo3oFHA/39/fj9fjIzM5k7d+5nur4jIWuRSIT6+npGRkZYtGgRycnJn8l64ihMNfD7C+fwtVh03vomWZE4PhtZrxYJRaIJc0ESAl3OEF1O+xRLPXwEIhINDsDhQqsSWFpgRRDkuLVeZ4CHtnTx0JYuZmaaYgQxgxyrPoFAz5o1a1prpvh+PpxjbHlRMo9ds5Dt7Q7+tqGDyp7J5HC87no05tloUAuM+MI8uLmDshQNX6pI5Z2GETa12NGKcPXyTOqHAmxplT+7qAT3rm9lWVEyPz9nJn/6sIVtbSNc+MB2/nLZ/IT5Kq1a5JFrF3Prs1WsbxojEveul1ult8ZMpv/7vDl0jfjY0e7gm89U8uKNy0k1aVlRnMJlS/N4YXdPgvfeC20i3wmEJyWdXLJYJoWDsRZyy/BYJWtLi51b15aiVYsUxSp8nXafcrGNp2/Es43N+slK8apY63j1jDTuOE+ej9zRPqIorg1qaBiSW4SXL83j5pNKlNf++UPZezDZoOaiRfJ+f2p7Fx83yubV9121lJmZZr71zF7anCOYNQJunx9nUKAkWc1/rc3m+uerprwZKkw18PwN8mc2HnZPkLZhrzJrKgA3ri4iN1nPN57ZhzsQUVrFUQkW5Vu58/zZ1PSOcv7ftysVyWVFyfQ6/GxrG5m07pNnpZNm0vJmVf8hOQN888RivndqmXJcnz4nk5uOy+Xj2l6lqhaOypXMSFQiEI4qLeLjS1O5dEkup83OQKsW2dvl5Fdv1fNO7YCs8I8hP8XAabPTsRo07Oty8o9P2hMqhuPb48uKkvnFObOU48DmDnL3h028srcPkH0bv3tKKan2Ok6qKCAqaugX09nWMMAnW2x0OceMzAEsOpHjSlI5aWYGJ5SlkZs8vbgsjj2dDu7b0Mam5jGCfs68bG4+qZgZmQceZ4rjWCGF/w6rF51OR25uLrm5uQmt5qGhIRobG9FqtQpBjLea/78lzTECQRAmpZocTuXuSDKBJyJ+oHyWdzzRaJSmpiYGBgYwGo2kp6d/5gT0cIUm4w2zly9ffshzIkdD5Twry8y9l81jX7eTv3zczoULsxjxhnh0W7dycbBoJLJNKloc0WlzTTSiPF/mC0WPyK8Q5Nmx3V0yWdCqBBbmWWTT3AEPjYMeGgfbuOfjNpbkJ7EkPcIso5fjlhx4BOBISGH8datKUlhZnMzm1hHu29BBTZ8r8TmQkDHrC8tVIFGAlpEQLSN2FqZG8UTVNDuiPLK9jznZZm5aXcST27uU4fhdHQ7q+13curaEl/b00jrs5ZpHd/PjM8q5dlWBst0alcj9Vy7kBy/X8PY4v7t717eCgELU/nLZAi57cCddIz6+/XwVj167BG1Mcfpxw5BinAzgDQv89aMWfnr2WLwcQFGakRXFyexod6BXi3jGVYMru524A2HMOrVSTeu0+1hZInvdxdvH/liVyaCZfIGNx9stzBu7kXyjeqxKOC9dzc5+HypR4JY1JSQbNdz6XCVbW+24Y4bLT16/DEEQ2N/n4vfvy9Y2Pz6jnIqcJH7/XiPrm0fQqASsJh09Dj/5Vi2/OCmF773awIh38lG6MD+Jx69bimFCBSoaldjf50IlyIQwRSdw64m5rGt1KXYxi/Kt/Or82fzmnUbOqshkVraZn71eR21sPrQ4zcjPzprJ3FwLZ9+7NWH5K4tTyLRoea9uMMHmaSLMMVEPwPdOKVM8GXscPl7Y3cPLe3oT9q1Zp8YdCCvVvhyrjosX5XLx4lzyUww0Dbr5+4Y23qjuT5jRSzVpOGVmOqkmLXV9Lp7a3p0wc1mYYkACukZ8hGOK6J+cUc458+SKbyQq8dzObu75qEWp9l2yOJfvn1rGwKiPx2oEnnu2hj1dzgSCqRIFFuQlsSzfxGyrRCqjuEYHMPncOPtG0YRk+5SprhU72ke4b32rQrZVosCXFmTzjROLFTPzQ8WxRAr/nds5XavZZrMltJqj0ajy81j4XA+E/3hSaDKZErwK46TwQBfQ8RWa0tJSCgoKjphkjbeJ+SxIod/vp7pa9jdbvnw59fX1n4sFzuGQtXjSy5EYZh9N65tF+VYeuXoBIB8bly/N5dGNTTy1ewBXSMDliJJr1XHSjFTe2z+cYGINsnghFNuW+DyVAFyyOJsP6ocV8cGhIhiRqOyRL6halUBFtplAOErrsJc93aPs6ZZP/KsHuzh3XoA15WlTtpPGk8Lx2N4+wog3jCTJxrmhSJRwRCIUlR+HIxLhaFQx1l1SmES6WcO+btnjzheKTmpvgVxlTTNpWT0jjVf29VFpFzFpYUl6lDq7wP5+Nw0Dbs6enUKnM0x1jDS4AxH+8H4z58zNpCzDxAf7h/jtu43s7XLymwvmKCa9oijwp0vnYdKqFHUzwL0fxyqGa0tJNWl54MqFXP7QTnZ1OLjnoxZ+fEY5Bq2Ke69YwBUP7ZKXFWtzPrGti8uX51M64eJ5yZI8drQ7Eua9VLHK0M72EU6elaFUAx2+kDI7GP9c/CGZjOinEJpUxVSvC2JD/oFQhPdqx4hunBydVZFJdsx+qK7PpZCiVKOGmVlmPIEw33+pmlBsTvCalQU8t7NbSWfJserptPvIStLx8LVLuOu9JtpHJxOvRWnw0xV6HLZBVOOG6QddAW5/tZbNMW+/02ankxJ1cveGPnyhKDq1yPdPLePaVYWoRIE/XFTB3R+28Ku3ZSGMWafiW2tKuXhxDs/s7Oa2l6qV9zA3x0KuVcfHjbYphS5xzEg3MiPTzLuxudSfnFHOdccV8nHDEM/t6mFD07AintCqBMIRiSjgDoTRqAROmZXBpUtyOaEsjYHRAG9W9/Nmdb8y0wnyiII8S6qjadDNq+OsWkBWLZ88M51BV4A3quRscY1K4OvHF3HTicUJleZBV4A/fNCEPxRlZqaJ0+dk0jXi48IHtsfGEFSAA4h5Bs5IY3VZGqtKUpQRgThCoZDSrqytrSUYDJKSkqJUoqoHQ/x9Y5uiYlaLAhctyuEbJxZTkDpZnHco+HeTrUPF59E+PhyMbzXPmjVLaTU3NjYyMDDAwMDApFbz59ElPJr4jyaFMNnAWqWSszun21HhcJj6+nqcTuchtzgPhOm8A48GbDYbdXV1ZGRkUF5ersTqfV6k8GDvSZIk2tra6OrqmpT0cjjrOZrvZzyB6uvqYK56gIcvzOPFvf183Kem1xngud195CTpuG5lHu/WDTHgmjyoP16t+9LefpL1KmZnmVhakESSQcPDW7unzZOdCsGIRF3Me0wtQJ5FRVhQ0+MMsKHZzoZmOwaNyKmz0jlnbiarximYpyOFP3p1PyOH4PF2JBh0Bxnxhbj7krk8uqWT2j4Xe4ZFilJ0pBnV7Onx8Nb+EVK1Eifla9nSG1JSZt6uHSTXquO6VQU8vaObd2oHqB9w8bfLFyjtL0EQ+PWX5mDRqxXyAzIxFIBvrS1lRqaZP315PvdvaFNMjgEWFyRz1Yp8nt7RHWsxyikV//N2Aw9dszjhe3/mnEx+ratPmBmNf46bW+ycPCsDo1YVU68GFWITbx/HK6GGCaRwyBWg1+lHEGQPPYCNzTY8MTFFQYqB2mFZgfzVcdueYdYqFa2vry4C4DdvN9A27CUrScdvL6hgc4tdIWQFKQY67T6SDRoe+MpC7nqvadIMH8B1Kwu4aUVaQoXDarXS6jfx1+12HL4weo3IN08sZkurnQ/b5fe3rCiZ/7mgguI0I/5QhAc2dvDgpnZ8oSiCIFfHvrWmhA/rhzjnb9uUFnJpupG8ZD1bWu3UTqg+j8fSQit3njeHNLOWix7YDsgVQl8owqn3bEpIYtGrRfzhqEKmZ2SYuHRJLhcslNvr79UNcu1juxXyBLJYY2VJClkWPR12L+/vH0wQc1TkWDizIpPT5mRQ0zPK3R80K5XIk2el87OzZio3BXEEw1HabV4W5Vtps3mVCn8cBo1IqTnMRatmK56BByIFGo0sLMrOzkaSJDweD0NDQ3y0f4AX6pppd8Wq6KLAxYuy+caaUvKSP53h9BeNbE2HL3pbNt5q7uvrU0yyh4eHGR4eVlrNqampLFy48N+9qYeM/2hSGK8UTmwfw9R3Si6Xi5qaGgwGw1ETacS9A48mKRzvVTdz5syEWbPPywJnvPXNVCe8iXF1B7PuOdB6jrYj/MRtC4fDnJo/wI8vXs5Le/t5ZGsXfaMBHt/eQ3aSjm+uLqB+wMOGJntC9JZahPiMusMfweH3UD8gD7sXpxrwh6P0xi5qJjV4DpGfhSXoGI0AETQqgYJkPU5/GJsnxJs1g7xZM0iqUcMZczI4d14Gc7Pki9aPX69n2B1mTqziOJEQJunV5Fl1ZCXpMGhEtGoValFArRLQiGLsp/xYJQq4R524HCMIArg1qWztcCUYRH/cMMz6hmEuXpzD2fOyeGB9Mx0jATpGAiwrSqbL7mPAFWBjd4hFmWr6XSH6ffKx0usM8MS2Li5elMOmFjttw16+/OBOfv2lOZw3X755EASBn5w5k03NNhrHKVf/+nErbcMe7r50PmvK0zmxLG1SXutPzijnw/ohBmKqU7UIm1rsvL9/kDMrspTnGbQq/nDxPErTjVz58C7s3pBCGra2js2UFqYaGXIHlcqg0j5WKoWJ55J463hGhglzTIQyK8tMTpKOvtEAecly8ktFlkGpJDp9IaV9rxIFvrKsgDeq+nllXx+iAHdfMg+9RsWPXqkhEpXItcrLMGpV3Hv5Av74QbMyyzkePztrJtfFiGe8wuFwefjt2/t5PVaZyzPC8nwdD2xswx+W0Ipw8wm5fPOUOQgCvFs7wB/eb1II65JCK7efOZOWIQ9XP7pb+X2uVUdBioFdHY5JmbtxiILsLXjn+XPIiPkCRqMS3zm5lKd3dnPv+lalgqcel3DiD8sq41NnWJlncvHl05fzceMwP32tjk3NY5VIQYCFeVZyk/X0OHxsbrEz/hQyPy+JMysyObMik8JUI9U9o/z89f3sjY11FKcZ+cFpZSwpTMYXjFDf76JlyMPuTgf7upw0DronWVmlmjRYYq3sK5ZmMzPUxpkrC5CksaxnXyii/H/iY1/spycYpnnQQ1XPaOzGQ5A9UFXy7ORrlb2cnTmKN1atslqtR1TxO1banMdKRTMcDqNWqye1mh0OB6Ojo8fEe4jjP5oUwuRKYXznhMNhZUZQkiT6+vpoamqalKhxNHA0q3ehUIja2lp8Pt+UZOvzUjvHP8epSKHL5aK6uhqz2azE1X2a9RzNSqHH46GqqiohSm90dBRJktBrVFy9Io9LF2fz8r5+HtnSRf9ogAc2dZFl0XLLmiI2Ndup7JFVpcGIrOKcn2uhf9RP85CcVRuVoNXmS1xvGNKNar60MJu6Pjc7Ox1EDuFthSKSsiy1KLcKR7wh7N4Qz+3u5bndveRadcwyiqzvk0nr3u7JohGQW56j/jD7B2SCZdKq2PD94ybZqcQFQQ7BxYITl1BVVcXcuQUYzUm8uLePBzd3KmIJCXh5bx86tcDqbAFjUgpv7ZcNe/UakSUFVvZ2Odk3GCZJr+b4IiNbO1xI8dfu62NGqpasXDNVvW5+8FINezsd/OTMmWjVIu/XDSYQwjjeqB6gNMPELWtKJxFCkH0D/3a5PHcoIWDQyKrou95t5MQZ6Qlt+FNnyx59Z8/L4ukdY0KA5iEPA6N+spL0FKUa2N3pwOWPk0KZHPtC8ZnCxGqG0joeZ/cC0DcqG4TXx6rCl84f81H8y0cthMe1lAddAX75pmxLc/NJJayIZffe8+X53P5qHb1OPxqVwN0Xz+UvH7Wwq9ORsC5RgL9cNp8zxpFgkFXGP3ipWrGIuWhhNs2DLl5rlB+XJ0W5shwq0oPsaurh3i39itdhdpKOH54+A41K5Kev1dESM8NONWkpTNFT2T2q3AhNhEYlcMHCHH561kxlVMATCPPMzm6e39WjeDcCqGMt4jjRW1xg5dIluZw+J4P1NV28vMvBPX/cmGDoPCND9kIcdAXY1+1k3ziPyEX5Vs6syOSMikzyYzOidk+Qn79ex0t7exW/RFGAdpuXb8ciBw8VSjwl8NyufgJBFT/Z9fFBldWHAgmIF7IjEYHUrFy8Lgd79uxBkiTFWy89PX1Kr9epcKyQwmO5oqlSqUhLSyMlJeXftFVHhv9zpHBi5S4SidDQ0IDNZmP+/Pmkpk5tdvtpcLSI2ujoKNXV1SQlJbF8+fIpfRI/i0ziqTBeQDP+5DJdXN2R4kAefIeLwcFB9u/fT0FBASUlJcq2TVyHXqPiquV5XLo4h5f39vHw1i4GXEHu29BBplnLtSvzsGhVvFw5QP9ogI3NdtJMGr6ztpiSNCPrGobZ3DqSkOsLMOwN88jWborTDFy1PI9Ms5ba3lE+brThP4TDIxyFrhG5IqMW5WQOuydErzNAr3PqE/x4pfX47GMATzDC7a/t58tLcllVkowoCAQCAWVGddmyZeh0OsXyRqsW5c9lSR7P7Ozhoc0dymxdICyxrhuseidfPa6QfV1O9sT+ZSfpUIsC3Q4/WzpczMu1xLZbfi/N9iAaAsxPE6i2wVM7uqnqcfLXyxfS5xwTB+hUss1MvJL3l4/kGcNb1pRO+d4X5Fu5ankuT+3sxRWIYNap6HMG+MfGNr5/2oxJzz9nHCksTjPQbvOxtdXOhYtyKUiVicSIV24tjlUK5c9zUqUwRkgW5o+JTF7bJytUyzJNNA96SNULnFQi/722d5RnxhHSc+ZlcdtLNXgCEZYVJXPLmjFl8ifNNnqdfkQBfn3+HO7/pD3B3xHg1Fnp3LymhPnjSKkkSTy9o5vfv99EMBwlzaThlFkZ/Kuqn0CsCvfjM8q5aEEGH6zfzD92O/m4cxgJWWR12YIUVpRl8eDWLmpiecoWnZq8FD0N/W7s0/ghmrQqrl1VwLfWlKBRJ144BUHggY1tuAORhGM1HJFINWm4cGEuFy/KwekP82Z1P3/8oBnHuFnfXKuOolQjNk+QxkGPktgiCLCkIFkhgjkTIiPfrunnjjfqFduaLy3I5qy5mfz4ldop3wPI7WutWkRA/u5MNSMpCpBr1VLdF4JxkjVBkG8cjFqV8lOvEZEkudrsDsgpOePtcSYiSa/ixPJ08vPyMOmKkCSJ0dFRhoeH6evrY//+/RgMhoS83+m8dI8VUvhFbx/HcSDz6v8z2cfHCiaqj2GMpHk8HmpqatBoNKxYseKoOKdPhU/b0pUkid7eXpqamg4qfPk8ZwphzBl/fFzdvHnzSEtLO2rr+bTvR5IkWltb6e7upqKigoyMjIS/T9ei1qlFroyRw1f29fPQlk4GXEGe2N5DplnLdavyUYsCj2/vptcZ4J6P20k1afjqynz+66xyRv0hPm608U7tEFXdo8SPgHabj3ZbzLBYgJmpIsvKsvEEI3zSYmfAdXCz7nAUZd5KJYBJLeEOCZOU0+O7XJGoxHfWFpOkU/Fa1QA1fW4+bLDxYYONghQ9589JoVjqpyg7Mct74rFm1Kr4xkklfGV5Pg9v6eCJrV0UpxsZGXXT54nwyJZO8pL1XLk8nw/2D9I/GmBZYTKXL8vjb+vbqOmVrXkW5icpEWQhZEI4O11LhyNIVY+L8/+2mdvXZLGiMIkdnaMEIvLgvyiNpXP85aNWBARFpToR3z+lhLcqexgJCoq6+OEtHVy4KGeSYnNJQbKS3Ztq1NJuk1uPFy7KpSg2VzbkGiOFkiRNWSmMRCWqY6QpniQRjUq8VimTQk9AJiKnF2tRiQLRqMSv3mpQRhOSjRp2to9Q0zuK1aDm7kvmoY7Njz60qZ0HY2rgn5xRzmNbO6kfJ6YAuHxZHv997uyECqrNHeRnr9cp84bLi5LxBCOKkGd1WSq//lIFGRYtz+7s5s87onhjNxDHFVlZmafm3foRnt4nK1+1KshJ0tIxElSqnhNxYlkqJ8xIZWlhChFJorJnlFBEIhKVCEei1PSO0jzkUWZvI5JMqk6ckcalS/LIsep4r26Qm57ep9xAgJw5nK6XiKrliMJ4ZVIUYFmRnA992pxMspKmP5+nm3W4/GFyknQUpBpY3zjMv8aZigMUpugpSDUSjUq0DnsYcAWntdHJtOj4xonFXLI4l1GXi/c27eLkk07AGCOAOrXAgCvI3i4nld1O9nU5qe0bnTJRSWSMTqpFgTMqMrlqRT5LC5MTvouCIGC1WrFarZSVlREOh7Hb7QwPD1NfX4/P51MEK+np6VgsFuX1x0pb9ljazunIqyAI/19o8kXCxEohyF6Fw8PDdHd3k5+fT0lJyWd64H2aSuF4b7+FCxcetBR9OAkgnwbjTy7j4+qWL1+OwfDphqDH49OSwvj8oM/nY9myZZhMk60bDlaN1KpFrliWy8WLsnmtsp8HY23lP37YSrpJy3Wr8jBoRB7d1kOPw8+fPmrj0W3dXLsyj68szeUry/LYtXsPI6KVnQMSG5ptyoUsJEGtLUqtrXfa9R8MEQlGQwc/6YSjEn9d345BI3JWRQaXL82lts/Fv6oH6Brx8/ctfagEWF0W5SLVCKuKk9FrVNOaYycZNHz/1Blcs7IAXzBCW+0eGsNpPLZriB6Hn2d2djM7y8yyomS+GTPUPWtuFr98o54trXYqu0fJT9bjCUZYWZzCh/VD1A8HSTdrydCIdI74+fkH/azNjaIVRYJRuZ0ukhi9ds9HLQBTEkOtWsUNsyLcXa1GAvRqgfMX5JBsnDzSIIoCX1mez5PbuyhNN7Gny8nWVjuSJCmVwr5RucUZikh4gxFlpjCuVr1xdTGtwx48gQgGjciMDPl429ExQo/Dj0Ej0ucMYNSqWFsgb8OrlX3s63Yq/oAL85J4bFsXAL+9sEKpcr24u4c/fiD7F37zpGKe390zaW7vJ2eU87UTihJ+90mzjdtfrWXYHUSjElhdlsamFjm9w6JXc/uZ5VyyOJfNLXZueGqv0hIuTzdQmmnhvbpBtnaMLU8lyKMTHSNTVwaV9bbY+aTl0Lw+c616Ll2Sw/GlaexoH+Hej1sSxgYMGpHiNCOuQJjuET/y18eLKMDKklTOrMjk9DkZpJunJ4KeQJidHQ42Ndt4t05WgfeNBpQMZIGx9JqoJNE54qdzJDFqLq5mj0OjEjDr1GhUAo9s6eDRrZ1EoxE8PvhL7XZ8wXAsjk5g0DW5rZ5sUFOYasTlD9Nu8yIhE8LsJB1XLMvn0iW5ytzlwaBWq8nMzCQzMxOQbcDiooeWlpYE5WwwGPzCV+DiM+tf9O2E6UnhsVYlhP8jpHB8pTASiRAKheju7mbu3LmKqfVniSMlhV6vl+rqatRq9SF7+31elcJ4RJLD4aClpYXU1NSE6tLRwqchhW63m+rqamV+cLryfrxSeDDrAK1a5LKluVy0KJvXKgd4cHMnfaMB/nddG2kmDdetzMekU/HYtm66Rvz85eN2HtvWzbUr8pmvE6jI1nPaolwumwGXPN9DlH/P3aMvFOXVygFerRwg16rDooFYV5SIhKJ2jkMlgP6TOgwaNXqNiF6jiv2L/V8t5yQ77SEyUv2cMy+L+n4Xe7qc1A+4qR9w4/KH+eHp5czJsfDItYt5vaqfu95tpDsmUEg3a3n02iX84o39tNtkojM7y0z9gJuPe0UKk3V0OgKoBVmIE41ISmoJyMRQEOCbJ00mhvlmuP74Ah7Z0oU/LJFi1JJinFpE9vUTirnpxGKS9BrerOlnyB2kadCjVAqH3SG+taaENLMWURCUmbbaPhcGrYobVxdj8wTJS9aTa9UrFb5XY+bGKUYtPqefixblYFQ7cAUi/PF9uQ0eJ4V7uhwAXL0in9Nmyxf49+sGueMNeb7wimV5vFMzQId9bAZPJcBdF81VlLhxPLipnbtjRLIw1YBGJSoJGGtnpvOr82fjD0W55dlKJcs42ahhTVYEn1afEF0Yx1Q2gyoBkjQS3ojAEYT/0Ov0c+/Hbfz147aE3xs1Iha9mgFXkP2xiqRKhIpUFZcfP5NTZ2dMMuGOIxqVqB9wsanZzqYWG3s6HQfMOo9H9h0IE/8cikiMeEOT7KtkyBXhwVh1WSUKzM4yszDfSnmmiR6Hn/fqBqka1/o/oSyVK5fns3ZmunLsHCmMRiOFhYUUFhYSjUZxOBwMDw/T3t7O6OgoarWahoYG0tPTSUlJ+cJV5OLn/WOBFB4o0eRYI4b/J0hhb69chYkbKEejUUpLSz8XQghHRtTi8295eXmUlpYe8hf281Ifxw/0hoaGw47+OxwcKSmcbn5wunXAoZs/a1QiX16Sw4ULs3i9aoCHNnfS4wzwp4/aSI2RQ6tezWPbumm3+7h3QzsmjcBl81ScOjyM1+vlTxeW88DWPuoHJosopkOKQU1xuhEVsH/ArdibHCq0qjG1dBzTiQLGIyKBJxjFEzxwZQiAHhtgS/iVKMjK382t2zl/fjbfO7WMCxfmcNKMNH73XiOvV/bz1I5u1jUMcfuZM9ncYueF3T3UD7jJteoZdgdkQhjzD5yZYaRxyEsoKqEWJMKSvM/+vK6FaDTKLWvLJm3Wd08u4b06uYL54OZ2LliYPWX6w/iW47KiFDY129jSYuOrxxeRbNDg8IU4c24Ws2K5yPFKoVoU6HPIJG1VSSoffX+18jd3IMx7scpUvA16zcoCBpodPLJzkBFviOwkHf2jAbQqEZc/wuxsMz8+oxx3IExVt5PbXqqW847nZrKxaZheZ0CplurUIn//ykJWz5g8srGsKBlRgLm5SezvcxGOSlgNan529iwuWJCNIAjc9W4jHzUMo4r53wG8sreXqCS3iuN2PNPhggXZ3HHebAxqQWlf9g0MUj/kZ12flvqRCFN1XQVAoxYIxvKEp7p0ekNRvCG5wnl8aSpnzs2iIimMy9bPiqV5k54/7A6wqcUe22/2SbnP6SYt6WYt7kBYuSEZj5I0AwvyrMzLTcIbjPBmdT9N8TlFYGVJCvPzkui0+9jfN0rfaOCARFMUZPPyH5xeztwcC81DHp7Z2c1d7zUpbfMkvZqLF+dyxbK8wzahPlSIokhqaiqpqanMnDmThoYGHA4HgUCAqqoqJcotXkmcqqPyeSN+Hfuik8JjqaJ5KPg/QQo9Hg9PPvkkHR0dXH755Wi12s/1ruhwKoXRaJSWlhZ6e3uZM2eO0gr4LNZ1pIi3tKPRKLNmzSIvb/LJ+WjhcEnhweYHp0KcCB7u8LVGJXLp4hwuWJDFG9UD/HNzFz0OP3/+qI1Uo4ZrV+aTYpTJYZvNR8egAyk3SVE9nzo3l7o+F3//pIMNTYmVuamuMyO+MCOxrGKVIF/AMs0aOux++qfwUpyIA8ywTwuDWsAXHtuY/BQ9a8vTMevU7O50oFYJ+IIRfKEoDpeHqKAiIgkEI1HlYvnLc2exqcXO2zUD/Kuqn3dqB7h2VSE/On0Gf7h4Hl9akMMv36yne8THd1+o5qy5mfz2gjn84f1mep1+tGqBVKNGiS9rHPJy/XEFPL6ti7AkJLSS//JxG729vXz9uHzS09MVWym1KPKPKxdy/v3bkST45jOVvPed4xNMqyfihNJUmVy02vnq8UUUpBpw9ITotHsVUhivFIajEkPuxGpR3ND6vbpBfKEoFp0aVyDMyTPTKUk3sWN3hH/VydWvuy6s4L26QZ7b1YNBI/KnS+cTjkosu2s9SDJhKkw1sLnFzqg/jFqU33OqScM/r1rM/HGpKeOhVclt17gQ5bTZGfzyvNlkjmtJfmtNCT0OH1aDhjer+xXxjFWvxukPT0sI9RqRR69dkhBVaE1J441GD0/uUdHrVAFjB12SBhAERoNjJDBOCA0akUBo6jSh8xdkc8c5sxTT5+7ubtyx72wwHGV3p9wS3tRimzTfqFOL5Fj1RKISfU4fw54gw+OIYmm6kVUlqawqTWF5UQomrYrXK/t5eEuHUrFWiwLpZi3+UJTtbSNTxvfFnxevNBrV8O1TyrlqRT5RCd6q6eeu9xqV9BeQPRKvXJ7PefOzJyXMfNaIp33NnTsXSZJwuVwMDw8zODhIfX09er1eIYhpaWnTdlk+S8SvY1/0ebz4dk73Gf3/mcIvGIxGI729vfzoRz/i7rvvpry8XJl/+7xwqNW7+GxeOBxm+fLlh2wvMHFdn2X7ON7S1mg06PX6I9rGw8F4QcvBCFvcrsfv9087P3igdRxpmV+jErl4UQ7nz8/izZpB/rmpk26Hn3s+biPFqOG7J2TR1tHJkjwzCxcuTDhBVORY+Ntl86jtlcnhxma7MnBfnmECAZoGPZPaVhEJ2mw+2mJ2NUYV5CXrCEkiHXbfYcXwTUdCAYUQqkU57q57xM9TO7qVRJfJSPRG1KgELlmSxyVL8rj++ELu/qCZ7W0jOH0h5XNYPSONN29Zxb3rW3lsayfv1g7iCUT41y2ruP3VWra02rGHQ6SbtbG0CHhpTx9/+fI8fvxqHb5QNIEYvtgQQBR7WJ3apNghDQ4OUpKZyTdWF/PAJ+10jfj460ctU6qQ4zi+THYi2NnhIBiOUpRqoLpnlA7b2BxfIDz2vdaqpz7xv7pX7lTERSnXHVdINCrxRF2AqATnzstCrxlLb/nFubMpyzDxVnV/gr9e57h2cTgqUZBi4OFrFivZzOMRDEe5b0MrD27qIBKVSDZquOOcWUpMWxzeYIRndnazrW1EUeLGyatzijSb+H7PS9bz8DWLlcpWZbeTP3/YzI4OR0JKiEYlMD83iRSDivVNdiLj3pBGlI+7qESCtcx4lfxPzyznq8ePzUhKkkS73c/6tiAPNuxlR/tIwmsBMi1aNCqRwdEAgZjRdBx5yXqFBK4sTlUqw6FIlAc3tfPY1s5JyUThqET/aGJFXacWKUw1UJpupNcZoLpnlHBUwqAR+fKCdFYkjbJoQTZ/XtfCK/t6lWVq1SLnzM3iyhX5LMhL+reRhfHnU0EQSEpKIikpidLSUsLhMCMjI4oBs9frJTk5WSGJSUmfz3bH7Wi+6ITqWKloHir+o0lhZ2cn9913Hx6Ph3Xr1jF37lxA3nnh8GeT9DAVDqV6NzIyQm1t7aeezfssZwonxtXt3LnzMyfXh0oK3W43VVVVijfi4dzZjq8UfhpoVCIXLczmvHmZvFUzyD83d9I14scz2MXaEvMBM6nn5lq47/J5VPeM8vdPOtjUMkLDoAe1KHDO3EwW5yfRMOhhS+vIlG0vbwSabGMXriyLFr1apNcZUObupsMBul8K5Gu0/ESNKEf+Jbx3UWBWishpczJYUJqjWG+YtCqlLb8gz8rj1y1hY7ON2VmJrVtDzA7lvPlZ/OqtBn58Rrkc23bNYh7f1sn/ftjMsDuIUSPiDUVxBcK02nw8cf1Svvl0JTZPMKFS82pjgBu+dTzakJt9+/bR3NxMdXU1xyUn87pFTZ8rzD82tfOlhdmUZUxtrD4z00yaSYvNE6Sy20lBiky+Osf56SWSmcnf2U67l52xhI1wVGJmlplVJSm8sq+PZkcUg0bkljUl3PT0PiJRifPmZ3Hxohx6HD4l6zgvWc+QK5CQGTwn28xD1yyeUlhR1e3kZ6/XKT6EZ83N5I5zZscEDzKC4Sgv7O7h/o1tCtE2aFT4QhFcgcnnxnSTBlcgQiAcZXa2mQevXoxBI/L79xp5dV/fpJm6vGQ9pWlGGgfd7OlyJvwtTizHH0MWDSzN0ZJsNvFanVyJixNCpy/E1la5Jby5xT5OiSzvB5NWhUWvZsQbJBCWlBk+kFvfK0tSWVWSwqrSVCXHGqBnxMcjmzv4pNnG/v7RadN/BCDNrKUi28JJM9M4fXYGoYjEPR+18mYsy1otCnx5aR63rClB8jpoaXETjko8vq2TqCRHFjp8IfQakd2dDhoH3Zh1Ksw6NWadGoterfw//lj+XeJzTFrVp541hAP7/6nVajIyMpQui8/nUwQrbW1tCIKgVBDT09PR6/VTLufT4liyoxFF8QtPXg8V/7Gk8O233+aaa65hyZIlDAwMKIQQPj+D5/Hrm04RLEkSnZ2dtLW1UV5eTm5u7qc6uD6LmcLxcXWzZ88mKytLWddnLWo5lCrewMAA9fX1R+yNeLRIYRwalcj58zIoEYbY0RHkwpMW0NPTc0jLn5+XxP1XzKeyZ5T7N3awuXWEN2sGebduiAsWZPHw1QuIShJbWx1sjbWyXFNM9o+P5jNoRKwGNQ5P8JD8EA+Gqfx4Q1GJGluEmk39LO30cePqYhaUWye1ZwVBYE359LO8FTlJPPv1Zco+EUWB648v4rjSVH7wUo3iQwfw9w1tnDMvi+dvWMYNT+2j3eZV1KFqUcDujTA3W56zO+644wiFQgwNDfHDZf388ONRJEng+kd38Nw1FWRmpE+6kRBFgeNKU3izeoDNLXaK0mRCMb5i9+RXl/K9F6qo7BmdMpca4IKF2bxXO4g/HOW6VQWM+sP8MUb4rluawSfNNnocfgpSDNx53hxsniBfe2IvA7HkE5s7kRAm6dU89bVligF0HP5QhL9+3MqjWzqIxvKpf3nerIQEl0hU4l9Vfdz7cauSQhKvzMUrmeMxK8vM6XMy+Mcn7YQiEiuKk7lsaR7ffHofdX2uhGqxUaOiJN2AOxChw+5Tlj8R8dekm7ScNieDG08oxEiAv3zUwnPVMiE8rVBFW88Al9zfS91AYqVcJYBJIxCUBPyhKJ5gBE9sNsJqULOyOCVWDUylNF2OmAuEImxvG+GBjW3s7XTQNeJL+EzHQ6uC0nRZNX/G3EwW5yejjRm8D7sD3L+hjed39yiV6XPnZfHdU8qUim2fW76BzbHq+e4pZczOttDv9PPLN+sZ9YUZPcyM9IkwalWYdCosUxDKOJE0adUEY+74U4mvIpHIIYcKGAwGCgoKKCgoIBqN4nQ6GR4epquri5qaGsxms1JFTElJOWpE7lixozmQyCSOY4kw/seRwnA4zB133MG9997L/fffT2pqKt/97ncTRAQHImmfBVQqFX7/5BNkOBymrq4Ot9vNkiVLSEqaei7ocNd1NInagRJUPg9SeCDCFo1GaW1tpbe3V1GSf9w4zIg3RJJeTTgqEYpIBMPyfFt8zk3+Kf8/FIkSDEt09ah4e6SFKGLi3yISyQYN9142d9L6p4Pf76eqqgqVSsV1Z65Aq9XS29t7WO3phXlJPPCV+ezrHuXvG9vZ2ubg5X39vF41wMWLsrnxhAK+vCSHSFRif7+b59ZX0hEwUNU3udXsC0XxhQ5BJHKUsLvTye5nKkk2arh2ZQFXLMtPqFIdDFOdQGdnW3j5Gyv44/tNPDXO5Lmh383pFZk8+/Vl3PJsJXu7nAjIAoXrn9jD3y6fpzzXaDRSVFREUVERrdFm7tvQzoAnyt3v1nFmboiUlBQyMjJIT0/HbDYjCALHl6XxZvUAW1vtnFheDsjVvzhyk/XKxdc0BSksTDWydmYGr1f2k2rScP78bH7/fhMj3hC5ZoFL56eRn5eDVi0yPy8JCbjhyb2027ykm7QMuiYLGX58RvkkQrin08HPXq+jLWZRc/6CbP7r7JmKylqSJD6sH+KedS0KsY5XVgMTVCACUJYE/3PRXKoHQ/zPu41IEizKT8LmCfLDl2sTnptj1aNTi7TZvNT2Te1ZGEemRcvpczK5aXUx2TGrHUmS+O073TxXLVcUdSqBDzsjwJgq16CWxxf8YUm2YArKmThGrYplRckyCSxJYXa2BVGArhEf79UOcmeLjcYB9zTq4JjYJeZNGYeEgM0TZHv7CPUDbqwGDUatSJfdR22fS9kf83KT+OpxBSwpTCbZoFGuMdFoVDmG44QsEIqwdmY6rkAYdyCMyy//dPsjCb/zBMK4lL9H5OfEHsf3Uzwab+gQ5oinU+QfaVKIKIqkpKSQkpJCeXk5wWAQm83G8PAw1dXVhEKhSYKVIyVEx3KaybGM/zhS6HK52LdvH9u3b6eiooJPPvlkkk/hdCTts8JURG1izvKniYIbj6NZKRwfVzdVgsrnVSmcykcwFApRU1NDIBBg2bJlymzjHW824jiiO3EBBqf2VMs8DEIzMjJCTU0NmZmZlJeXK3e6R5rhvCg/iX9euYA9XU7+vrGD7e0OXtjTx6uV/Vy8KJsbji9kXq6Fc0tUzJpVwpefakxonx0MIvKF41BayIcLhzfEXz9u5W/rWzmpPJ2bTixmSYH1iC8Seo2KX5w7mxPL07n91VpGvCFue7mGH4/O4OqVBTx23RJ++HINH+wfAuSL583PVnPdDIFTJyzr1rVlvFUzSLvNy9sdUW44fSmmiIfh4WGamprQarWkp6dTbpHNp6t6nKTEhA59Tj/BcFSpHsVTXSz6qU+nT2zrBOAry/JpGfbw7E6Z1F4zR4dGLR/fV60owB+K8PUn97K/3y23Q31BJQpxXo6Fmj4XGpXAmRVj4jNfMMKf1zXzxPYuJAkyLFruPG+OEt0HsKXFxp/WtShik/gM6UT7lfJMEwvykvjuKWVU79jEO/vtPLZDttLRqUX2jYtPNOtUJBs0dDv8CcbSeo04Kdot2aBm9Yw0bj9zpuK55wmE+bhhiE3NNt6o7k+Y44ublKtFUaleyn+W1ealVoGKVBVnLi7h+Nl5CILIlhY7T27vYm+Xkx6Hb1pFsEGjoiTNyIoS2eR6fl4SP3y5ll0dIzh8odjNoMSQO3hAxTVATe9oAkHWqASZQKpBL0TIb9lHskGDddy/ZKOGZINc1ctPNpCVpMOkm/4yHIpE6XX46bB7aR2SE1s6bF66HH4GRv2TbgAnQZKPkYlClqOVaKLVasnJySEnJwdJknC73UqrubGxUfkexdvNh3OdO1bI1n9Smgn8B5LClJQU3n77beXxVIkmarX63yo06evro7Gx8QudsxzfxnhlZapt/Dw9EcevJ05WLRYL8+fPT/hCTqx6TAW1CGadGqNWbsEUphoIOoeZU5xDapIJrUpAoxLRqgU0oohRd2gnpu7ubpqbmykvL09QZIciUdxBCX84DEMevMEIKUZNwnzTwbCkwMpDVy1gV6eD+zd2sKPDyfO7+3hlXz+XLs5hiR7CkSi2KS5kehWYdGrcweikz2fcqKACERBFprQRiUMtCqhEOd7uYIhKsL5xmPWNw+RY9dxwQhEXLsqZVO06VKydmc6b31rFz16rY0OTjd+800hEgq8eV8hfLlvAXe828uR22fw5EI7yUIPIzLpBzl84tk9EUeChqxdxxl+3EJXgOy/V8/53TqCoqIhIJMLIyAhDQ0OM9LWTaZAY9AlsqW3FoBHxhaJ0O3yUxkQW7tgMXlwdOx6V3U72djnRqAQuX5bHd1+oVsQlc9LGblZDkSjfe6FayYz2BMLKBf/kmenMzDJT0+di9Yw0ZT072kf4r9frlHb2xYtyuP2smVhjf6/sdvKnD5sVtWx8lm8iX1pcYOUbJxazpjwdURRweIP87z5odfUpzwmEo1j1alLNWrrt3lgVSz6njRf5+ENRdGqRghQDa2em8/UTikg1aRXPwFf39U3rGTh+JlQmZxFUosCCvCRWlsgt4blZBrbsq+PjZid/WtfMD15vwhue+vwpCnLSyLzcJE6emc4ps9NJNU2ewbznsvmAfAH3BiM4fWHsniDv1A7w8t5epcpoNaiZk23BqFUx6g/j9IVw+EI4vGNkcnjc969xZHjK7RoPATk32qBVoRYFREFu8QfCUbxBuVJ4IOInIN/UjX+ORadmzcx0LlyYzarSVDRTzCB+FjF3giBgsViwWCyUlJQo36Ph4WGam5uprKzEarUqJNFqPfAN4rHSPj4YeT2WWsdwFEjhfffdxx//+Ef6+/tZuHAh9957LytWrJjyuY899hjXX399wu90Ol1C1U6SJH75y1/y4IMP4nA4OOGEE7j//vspj7VuDhcWiwWPxzOpffx5zxRGIhEikQhNTU0MDQ0d1Si48YgT0EP13JuIaDRKU1MTAwMDB93Gzytnefx64tnKBYWFpGbl0Tsawunz4vSHcfrCfHdtCTV9Lqp7XfQ4/FOa0Yaj4PCFYxXFAA2xgfwNfX2km7QUpRkoSjHIP1MNZJi1BMLyxc4fivDT1+tJNWnRqUWCkSieQJhB+yij3gAqnZlAYx/eYDfe2KxT4sVPNgO+enkePzljsp/ewbCsMJmHr05mZ4eD+zZ2sLvTybO7enlRhC85+vn9hbP55+ZOGgfHWpz+CPjHDdEn6dXo1CJ2byhBKRpHFDjYbg1HJYU0xsUf4zEx+SGOPqefX7/dwO/ea+SsuVl848RiyqfwCzwY0s06/nHVIp7Z0c1zu3u4dEkuIBsE/9fZM8m16hWhRlQSEuYA4yhINfKdk8u456MWukb8/POTdr65piQh+QHgZHsNz+/pZ1ubgxRNBF9I4JO99ZgW5JOWlqbMs6VMkZLy+Fa5SnjuvGyahzzs7XJi1Kr4yZnltNbulbcvKvGz1+r4uHEYjSgQCEUVnn7Bwmz+50tz+NL92wE4e24WnkCY//2wWclpzk7S8asvzVFmNZsG3dyzroUP64cStmXi7lg7M50bVxezrCgZSZLY3engpT29vFPTz3jhca5Vz4g3KH/HYn+IG22DTOAMGpE1M9M5syKLNeVpmHRqhlwBNjbbpvUMnHiMhKMSggBzsi2yMKQklbm5Fn75Rj0bm2y8vKcXuyc4gdSOneN0okSOSWBhrolz52ezalY+Ou2hV6YEQZBvngJhbn+tVhHqZCXp+PbaUi5alINaJfJu7QCddh8ZFi2ZFh3pJi1mnZohd4CGATd7mvvosHlxSVqG3IFJauaJ+8TmCcKh25VOer0UcytI0mvIStKRY9WjEuUbsd2dTix6NUl6Neb4T62KJluQjMzPlqxM/B75/X6litjR0YEkSYpYJT09fVIS1n9S+/hYIoafihQ+//zz3HbbbTzwwAOsXLmSe+65hzPPPJOGhoZp/fWSkpJoaGhQHk/8sP7whz/w17/+lccff5ySkhJ+8YtfcOaZZ1JXV3dEKieLxUI0GsXr9SrzcP8uocmePXsQBIHly5d/Zoqt+MF5JKQwEAhQXV2NJEmHFFd3NFrVkaiEK3axke+85Z/xO3GnL0xzJzzR0Yzd7cfhDRGQ1Lg2dSHR9anWrVEJmLQqilMNtAy6cIVQfMx2d05WTOZadWSYtezrcU29QAC80/5FI4JZr8GoETEdYvVxOiwvSubRq63s6HDw940d7Oka5ZUaO2/VOzilUMPqNIFPhvQ0Dccsa7QqUgxq+pwBpd0Zx4EsaaZ7H+M54ERCCIkX+6kIYigi8UZVP29U9TMjw8Q3TirmrIospSV7KBAEgatWFnD5srwERaYgCHzthCKyrTp+9HIN4ShsbLZz5crgpCSTb5xYxGNbO3D4wty7vpVzF2RPquCeNCuTVyoHMFlTmasP01s/xKA3SmNjIw6Xl3BE3pdmdWIqTr/Tz7uxRJDrjiugIieJf169CJs7SFaSnpZYis5v323kX1X9iALMyjZTE/Oyu3ZlAT89ayaNg25ah71o1SInz0zn6kd3U9cnP+eypXn8+IxyLHo1XSM+7v24hdcrEzN8x0MU4Nz52dxwQhGzsy0MugL885N2Xt7bm2DdMh7x9vD4/RiJyvN8J89M58y5mZw4Ix21KLC708F9G9rYPIVnoCjIBCZ+KMSXlWbSctbcTFYWp5CZpGNTs42trXZe2tM76VgdD33Mg3B5cTJnV2RSkWMh5B1leHiYoaEu1n/cOG3274GQYdYhCgJJejU3nVjMNSsLFM/JUV+IZ3Z0s719aq/CRBz63LpWJZBh1pFi0mDRqzFq1WhV8rb2OQN0O3zYPcFpq4ZRCblq6QvRMHDguc44Pqz4fKtwer2e/Px88vPzkSRJEaz09PRQV1eH0WhU9lVqauox0z4+mNDkWCKEAIL0KZreK1euZPny5fztb38DZGZfUFDAt7/9bW6//fZJz3/sscf43ve+h8PhmHJ5kiSRm5vLD37wA374wx8C4HQ6ycrK4rHHHuOKK6447G30eDyYzWaampoU1azNZqO5uZmVK1ce9vKOBO3t7bS2tpKXl5cwZ/ZZIBwOs3HjRk488cTDmt+Iz8Klp6czc+bMQ/oy1tfXo9FoKCs7vIrXa5X9/PKtRgQ+/SybUavCqldjNahjcztqrPrYz3H/N2lFGoe8bGtzsLPDkWAlYtCIWNRRzAYdvrCEwxfGF4oyL8eMBHTYfUqr7FChEiHboqM03UhJupFkvGTpo5y8bO60s2dHCkmSeOL9HbzdKVA3OKYovWxJDvnJeh7f3q0kl5SkGZiZYWJDsx3/NP1hTezwnEplHIeAHIcWCEWmJIWQ2A6Mv+ZAu9ugEblkcS43rC5W8n6PBEOuAE/v6ObaVQU0Dbj4xlN78EUEitOMPHT1IgpSx3z94jFw8W1bVZLCY9ctSTiRy0KlKCadmj++38RDmzu4ZmUBPz9nFk29ds77xx4ALiiKck6pPEOVkZHB4/scPLylixXFyTx5/bJJ27llyxY22s08ulMmjseVprC1VSYb3zuljG+eJI+W/HldMw9sbOe02Rnc95WFvLy3l/vWt/KbL83h+LI0hlwB7t/YxgvjFLFalagIYOTHsmXK9ccXUZBiQJIkfvBSDe/WDSoVP41KQKcWD3is6zUip8/O4Kx5WZxQmkqvM6AYR+9oH5k0TzjVPrfo1Yon4nnz5XNyZfcofc6pK/sgH0tqlUA4Ih0wis6gUZFsUPPxbasTrFRsNhtqtTphvi1ubD4RwXCUzS02XIEQA6NB2m1e2oa9tNu8k6qdRwIB+byVbNSQnaQjP8VAYYqBTIuezCQdSTo1zcNutrbYWd9kwzvOdT7TomNVSQoVORa0aoEeh5+eET99o36GXAFsntAhjdAAPPzlMlbPmyxC+XcgFAopgpXh4WGCwSB6vR6VSsWCBQsU4dcXEa2trYyOjrJo0aJJf4u36Q8lovaLgiO+OgWDQXbv3s1Pf/pT5XeiKHLaaaexdevWaV/ndrspKioiGo2yZMkSfvvb3yp2MW1tbfT393Paaacpz7daraxcuZKtW7ceESnU6/Wo1eqEucLPy6cwbuXS2dmJWq1m1qxZn/k642TuUNu6kiTR1dVFa2vrYVviHGn7eFen86AD0lqVgFGrwqwVUUf8pBg1lOdnkJdsoDBFT3GqgfwUPd5gFJsnhN0blH96Qtg8QeyeEE2DHuzescfTkSBZnQuDvkSD2rXlaXzjxCIkScLuDdFh99Fh89E87GFL8zDtdr8SsTYRkSj0OAP0OAN80jKuqrBhC1a9muI0AzMyTJSkGSlOM1CcZiQvWY/6AAkb00EQBGYnQ7HeT++MJN5sl6jqdfHkDjkd49LFObKNyc6eBMNrkC9QKUY1qSYt4UiUrhH/JDKoFmIt5XH7TIIERadWLWBUSTjGfYTjL94Tq4VTkQVfKMpTO7p5akc3C/OT+NaaEk6cIc+5HQoaB9w8urWDN6r6CUUk1KLAzScV8b15ER5rM9Fu83L5Q7v4x1WLmJ+XxIbGYf73QzkX+Na1JTy0uYNtbSM8v6uHK5bnj3tvolLBLEyN29LIVTVPZOzmaeHc2cwrMzI0NET1/gae3REABM4q0eNyuSZd2D7sCPF0vUwIK3IsbG0dQRDgjnNmc+WKsfWfPTeLYDjKiuIUQJ4dPHtuFqFIlD992MwT2zqVm5ziNCOjfvl7AGDRqbhqZQHXrixMUIALgkBEkpSKnzc25hCaovI/ntz7Q1F2dzkZGA3w67fq6R9NJEkZFi2ry9I4oSyNZIOaG57aR4ZFy8riFGZlmdneNsKmFlnQJQrwZvXApPWpRIGcJB0L8pI4ZXYGJ89Mx6zXxNYf4eVPqqjqD9AX0NBh9zLsDirb5wtF8IUihKPSpOzf+Hxba2sr+/ZVIukt+NRJOKM6+r2STP5sXrpHfAcXcBwiNCqBZIMGvUaFJxDG7g0hgWKj0+PwT+pKTISAvA8kYNAV4F9V/fyravpqMMjfR0li0txmWbqRk8rTKYj2MTPz3x9lF4dGoyE7O5vs7GwkScLj8VBfX4/L5WLbtm2HTOj/HTiQ0ASOvUrhEZPC4eFhIpGIUn2LIysri/r6+ilfM2vWLB555BEWLFiA0+nk7rvv5vjjj6e2tpb8/Hz6+/uVZUxcZvxvhwtRFDGZTLhcYy2/z6N9HAwGqa2tJRAIUFFRMe1ncrQRj9Q5lPcXDoepr6/H6XSyePFirFbrYa3rSMn1GbPTaIvdfU/lsQcQjEgEfWHkOFmRdneEvYNHdgyMh0EjkmrSkmbUkGrSkmxQ4w1GaOix0eclwZri1aoBrl6Rh0mnJs2kJc2kZXF+Ei0tLazUBqiomEu3X8Pj27pZ32RXLkwqUUCvFvEGI1NWxpz+MJU9LiontKFVAmRb9ZSlG5mRYaI4zUBJmoHiVCPJsXm1qcYC+vv78Xg8ZGVlcVJFBVcAm1pG+PvGDmr6ZHL4zyvnc9XyPB7Z2sUjW7qUODEJsHvD2MfNHKaZNCQbNATCEfpGA5MEJ1MRumBYIhgee71aFBK8EhMIYayNeCBUdo9y09OVWA1qrlpRwHWrCpXPYCp83DDEN5+pVB4vLrAyP5YYkW2EJ69byLdfrGN/v5vrHt/NQ1cv5raXqpEkuHxpHt9aW4pFr+G37zby+/ebOLE8jbzkyeMThbEqY0dsRnHYLbNgk05FfupY+2uvy4I3XE+ORcNMs59t27ah0WiUKuLW3jBP14diyzRQ1+dCLQr84eK5nDs/O2Gds7MtzM62KI99oShPbe/iwU3tSns1y6LDHQgpLeBMi47rjyvksmV5CYIelz/M+/sHebOqny2tMjnzTpF/aFJLnFGRxVnzZCPy9+sGeadukGF3kF6Hn96YB6FKgJUlqayekcbqGWnMzJQtSLzBCJVdDr56XCFddi9bW0cmEcCoJJtLR6ISxWlGVpWmcu68TMVMfMgdpGHAzbO7emgYcNMw4KZ1yHPASiHIM5BOb4h0iw63Pyyfa2we2oe9tNmCtNvUtA1r8YV8xA2wDwcmnYriVCOpJjlDud3mTbhBsuhEjs/Xc+2aOSwpSEYUBYLhKIMuuQ3cNOChbdhDu91D65BcfZzOMxHiRt8Hfs96tYgoCATCESLSWHygVi1yXEkKp87O4ORZGUq84caN/V/Y1mw8gs9isWA0Gpk9e3YCoZ9KsPLvFKQcK23uQ8Xnqj4+7rjjOO6445THxx9/PHPmzOEf//gHv/71rz+z9ZpMpgRbms+aFDqdTmpqarBarcyfP59gMPi5zzAerII3Pq5u+fLlR3TndaQzhSeVp3NSbCi+zeZlQ5ON9U129nYlVhANapiRbsBAkJQkE76omkFXgEF3UKmEHAoEQKcRsehUpBq1ZFi05Fn1FKYaKEs3UpJmoKvJS05uHk0uDe/uH2JDk41UoybBLmJijJ7RaCQdWHSpFYc3xGtV/bywp09OMYldaOfnWlheZEUIeOiwexmJ6mNtqMnbH5GQ20EOPxubE+1x4sWy40tTWFaYLFcXUw2ERvoY7O/FbDaTmpqqEMYTZ6SyuiyFT1pG2NhkY1VxMoIg8N2TS7hiaS53vd/MugabsnyLTk6F6HPKLajx26cWIUWvQlSpsHmCk0niBJI3/rUalYBZq6Isw0S21cCmFhuOcRfQOMEsSTOi14jsnzCH5vSF+fuGNh7a1MFfLp/PmvL0SYbYkiTxSixKTkAWZ/zi3NmYdWrle5Bp0fHU15bx3ReqWVGczE9fq8MdiLCsKJmfnzMLQRC4ZmUB79UNsr/fRfOgZxpSKP+ux+EjEh1Tm64sTlGEHtGoxBPbZYHJ9SeUsHxZYYKi+aUt+/lbZQgQSNaLdNp96NUi916xQPleTIVgOMqLsRSSuF2KNXZTM+CSyWlxmpEbTijigoU5SnUzEIqwocnGm9X9fNQwNK1dS5pJy+lzMlhamMyOvVXY/RF++Eqt0uqNQ6sWCYVlMUyGRccj1y6ma8TH3i4nz+3sprLbSf2Ae0oRE8DSQitXryxgUX4yOVYdwXCU5iEPDQNuXtzTR8OAm/p+17TegkY1WPQqXMExQqtTi6wqSWFmlhmHN8T3XqymbdibkHN8ONCrIN+qpSTdRFmWlZJ0I4WpRrQqkc0tNt6sGeCT5rHvj14jsrQwmYocC0HXCDZfhMe3dvK795rod/oZ9gQPeiME8thJpkVHYYqBVJNWNkSXBPzhMJ5gBJc/jMMbwu4N4fKHxyq4U3RBStONvHTTiiktbz4L9fHRRlx9LIoiaWlppKWlMWvWLAKBgNJm3rt3L9FoNMEb8bOOXp1qO6cb1fo/ZUmTnp6OSqViYCDx7m9gYIDs7OxpXpUIjUbD4sWLaW6WWzjx1w0MDJCTk5OwzKn69YeCuEx+fPtYrVYjSdJR/2JIkkR3dzctLS2UlZWRn5+vVO0+i/VNh4ORtaGhIerq6sjLy6O0tPSIt+loqI9L0oyUpBn56qoCHN4Q6xsGeWNPB1VDYXxhqO6X7+S1Qy5WlaTw5SU5rJmRxp4uB69XDdI44GboIARRQm57+UNRhtwhRW08ESqxCaNGjUWvojTNiFmn4u4PWyhKNZBvERntbSUr2TRljF6yUcNXVxVw7cp8traO8PyePjY02ajulZXQZala/vs4PYsWLSQYjtI67GFvt4v9/W7abB76nAEcvtC0Fi/x6+umlhE2jWtHC8iVuQxdiNk9g8wvIlZhNJJm0nDSjFROmpGasKysJB33XDqXpkE3P/tXA+02H65ABFcgwhlz0jl9djrtNh9VPS6qekdx+sIMeSPA2DFl0sot1VF/ZNqLP8jtqxFfmF2dTsBJlkXLKbNk4lPVM6qQqjabF6NWxYllqYiiwL4uZ0L2bjAS5eZnKsm16rl8WR6XLM5VPO8EQVBm2STkmdVNLXa+e3IZFy2SzymSJGHWq/nnVYvodfh5YVcPKlHgF+fMUsiTKAr8/uK5iAJTEkKA7CQ9V63IpzDFQDgSVbY/Y1zcXOOgmy67D7NOxSVxVXRMidnuUfOPmj6ikoBBDQ5/FINK4tsLBFID/QwMREhLS0s4viJRiTeq+7n341a6YxF7+SkGLl+ap7S/5+Za+MaJxZw2OzOBNL+0p4ffvtOAJzj19zTDrOXkWenkJRsYGPWzpXWE53b1ACpAJj0TPQOD4wjI4GiA4/6wYcqIuKwkHYvyrSzKt2LWqfj9+01cs7KAxQXJNAy4+XB/Ew0Dbtps3imPIVGQSe6sLAuzskwYNCq2tY2wqXmYAXdEeY4kyZY5G5psbGiyTVrOdLDoVBSnmyhKNVKUaqAwzUhxqpEci5qwx4HNZmNwaIhul51P+gzsG4rQ7Uy8odHGHAj8oSibW+xsbhl/M5d4npmqQp6kV1OabqQ03YRFLyufh9xBht1BWocd2A4gLjkY8lMM03ogHgukMBqNTkm2dDodeXl55OXlIUkSo6OyuKivr4/9+/djMBgSBCuHE3l6JAiHwwcUjv6faR9rtVqWLl3KunXruPDCCwF5J65bt45bb731kJYRiUSorq7mnHPOAaCkpITs7GzWrVunkMDR0VG2b9/OzTfffKSbOmWlML7+o/XFiLdiHQ4HixYtIjk5+TNd34EwXaVQkiRaW1vp7u5mzpw50yrEDxVH25JGDPvI8Lbz/ZVWyspnsq/Xw4YmG+/X9DHkk9jYbGdjs51f08ycbDMnl6fxnbXF5CTp2NbuYFOLnU2tI5OqiGkmDRlmLbrY8L3DF2bUH8YfjjBuFp9IFDlNIBBWhBlb2xwTttKJ9p2tmLQqrAYNaWYt2RYt+SkGStONzMgwsig/iYX5SezscPCv6kG2xEjcb7d5cHyynf7RwAEFFypBzlq16tVoVSKhaBSnL8yIN8jETp8EDHtCDHtgv93Jq3Vj80k6tUiOVUdZupHZWWZK0o0Up8o2O3qNivJMMy/esBSHN8jfNnTwwp4+3t8/zJbWEb51UjF/vWwuKgE+3FFNp0ekN6CjsnuUpiEPnmA0gWioBHkONBiRDigeGnAFGWgYVl5Tli63xjvsPobdQT6JXVR1aoGFeUkEIxL7+8fa7L1OP39e18JfP2rhtDmZfGV5PiuLU/j2yaVsbLahEgWyk3T0OPz84o39PLm9k1PTBNbGt1MU2NA0rORH3/T0Ph64ciEVOXKa0MG8I1WiwB3nzlYexytR4+f1Zmdb+Oj7J7C/353Quq3vd/HNZ/YRCEc5riSF5n4HBq2Kh69ZTKZWjuBrbGzE6/Uqqtlap4p/bO6lKZZCkmHWcvOaEr68JA+tWiQcjbK4IJlVJSkJFx9vMMKGpmFe29c3iRBmWXScOTeTMyuyWFJg5a73Gvnzuhbl7wKgEiRlXnb8rKFKJOE7EwVGvGE0KoG5OUksKrCyMN9KRbYZVyBCfb9Laf2KgsD9G9un/FyTDRpmZZspTTeSYtSgVavwByN0O3zU9I7yXt3AlOToYITJqldTHKvyFaUaKEozUpRqpDDVQLJBw4g3RJ9TFmr0OwN8sH+Q/tEAPQ4fbTYvTq+EhABMDjuQGPNFVYsCmRYtGWYdqogfo1ZFarKVIXeAbW0jsuo6tq3jyeGoP8y+7tEEY/CpMJVDwEQhl1oUOLE8jbPnZnHqrAzMBxC0HQsegIdq9WK1WrFarZSVlREOh7Hb7QwPD1NfX4/P5zsiBfrR3s5jCZ+KQt92221cd911LFu2jBUrVnDPPffg8XgUL8Jrr72WvLw87rrrLgB+9atfsWrVKmbMmIHD4eCPf/wjHR0d3HDDDYC8g7/3ve/xm9/8hvLycsWSJjc3VyGeRwKz2ZxACuNfhsPJfzwQPB4P1dXVaLVaVqxYMakVe7jij0+LqSqFE1ufJtOnHzI+mqQwbpZdXFxMYWEhgiBwXImW40pSODvLg1u0sH9UzfomO1U9o+zvd7O/383fP+kg06JlzYw0zqzI5Odnl9M27GVTywibW+3s6xpNaIcaNCLLi5I5oTSFE2ekkmnRMeDys25nHY6ojtGojj5ngEFXAIcvjMsXIhCJxi4MMuLzjiO+MO1T+N9NhRZ7fH/IP7UqmbwUp8nt68IUWThTkGIgO0k3peGsJEm09Q6zce9+/JokvGoLzUNeWm0++p3+SReNQDhKu81Hu82X0CqWo8nkdRenyiKXCxZkcdHCbH7zbjM1fS5+/0ELr1X28/OzZ5BnUTMj00BJiaxU9IWj7B/wUtnlZG+3k8puJ3ZPCN+EKqdWJXvZTUcSIxK0DI/ZoJh0KjLMWtz+CMOeIJWxBA61KM/yjfpCDMf2Y0SC9+oGea9ukLxkPVetKGBhfhKV3aOcMy+LDLOO+za00jjooXFQRU2wltvPmsWMTDPHlaYqn8PAaIArH97F/146PyEF5FARnylMn5B6k5WkJytprHrQYfPy9Sf34vKHWVqYzP1XLuK9DVsoKi6mIlee5Y37uXm9Xj6o6uTOf3XQPCIfLyaNwFVLM7lxzUySjGNVyVvWlCr/dwfCrG8c5r3aATY22xKUwLlWPWfFiOCCvCSEWBTcK/t6aRxwo4oJT0AmO2FJQCXA/Dwry4uTcfpCvLC7VyGERq2K1WWpLClMJj/ZQBSJ1iEvDQNu/vpxCx0275SETSUKlKQZyE8xkGzQolYJBMJRekZ8NA642d52KFYviZCFW8Zx5M9IYaqeFKMWbzBC/2iAPqeffqefTc02XnT2MjDqp380cMhKXbUoC0aykrToRIloOIQ/GCQYlggLKrxhgUFXULmZBKBz6nNDnBDqNSIZZh0ZMTKZYdaSbNTg8IZos3mp7hlVZkYjMS9Cg1aFJzaHHY7KYqoTylI5e55MBKcyUJ8Kx4IH4JEQV7VaTWZmplLw8Hq9Squ5paUlwTsxLS3tqKiCDyQ0ic/4H0v4VKTw8ssvZ2hoiDvuuIP+/n4WLVrEu+++qwhFOjs7E3bqyMgIN954I/39/aSkpLB06VK2bNlCRUWF8pwf//jHeDwebrrpJhwOB6tXr+bdd9/9VL5+E1NNBEE4anOFAwMD1NfXk5+fT0lJyZQHsSAIRzV+7mCYWCkcnwAyVevzSHE0SGE0GqW5uZn+/v5pzbJFUaTAquaE+YXccEIhNk+QT5plu4YtrSMMuoK8uLePF/f2oYndsWtVIqP+sCKoOKcig52dTobcQaXieNf7cmv4hNIU8lUi586wMLO0GJArv/v378flcrFgwWLQ6Ol1+GkZ9tA67KPbIV9Uht2yqa8nED7gsPhEBCMSnSN+Okf8bGyWKwE6tYhZpybVpCHPqqc808ScLBMzMk1kJekZHuijs6mJ0xcnJqYAVFZVEdFaCOqS6bT7aBmWL9CdI35sniAqQWBOjpl2m49Rv1wJ7XUG2BKzQDl3Xia/u2A2T311ES/v6+MvH7fTMOjhmscrWVuk5+tLx0iPSauOZc3K5EqSJLpGfLyxtYZWp0SbS84knvh5jE9fKEo1kJusp7pnVLFA8QQieALyhTTDrGVuroWWIS9dIz5aY+RRJcjG1cOegEJQehx+/vB+kzJ3+ezObj75wYlcsDCHv29o5cntnXzSMsKW+7dz2dI8bl1TQopRrhLNz7NQ3ePiW89V8uPTy7n++MLDOolP1T6eiIFRP9c/sYdhd5DZ2WYeuHIhBq2KDKNInjXxdVU9Tv78YYsiAjFoRC5dkM6ZRSr8o3a2frJeqXxkZGQQVen4uMnGe7UDbGqxJ7R2C1IMChGcm2Oma8TPjvYRntrRxc72EfpHE9X2alFgfl4Sy4uSEW2tfPXcE0mxGNneZue7L1QDKDF7yQYN9QNu7tvQNmnmMI5kg5q8ZANWgwaVCO5AhP5RP63DXpqHpvfznAoalWwpNDcnCW3QSW6KkaLcbFSiwKg/rFT7dnc4eLO6n4HRwJQCmqlg1IggCPhDkQQiKyeMCAQjUcJRSfEwTYQAJJ4DzRpINajIT08i06LHoBEpTjeRadGSHiN/GWYdJp0qltYk8WplH+vqh3hpb28CmdepRfQaEadPTjbxBOSUl+NKUzl7bianzc48oABrKkgxf8z/hErhwTBRge5wOBgeHqa9vZ2qqiqSkpIUA+2UlJQj+kwOtJ3H4kzhp/IpPFZw+eWXM2vWLH70ox8pv9u0aRMLFiwgKSnpiJY5nszMmTOHjIwDVxk2btzI4sWLsVgsB3ze0cCePXuUPMre3l6ampoSKnBHC4ODg3R2drJs2WQPtkNBMBikpqaGcDjM/PnzpzXLrq2txWQykZVXQKfdF1Muyz9bhj2023wHJGRGjYpfnVfO6bPTaRryxuby7OzrHk1ov2hVAsuLkllZaCbF34fFoEWdVkiHI0jzkIfmIS9fWZbL+fOzplyPJMkehx12LzW9Lj6oH6KuzzOtFc6RQC0KGDQiVr2GdIuWwhQ9s7LMGHxDzMhKYuHsUsQJ+zgUkW17spN0SJLEiDdEu91Hu81Le8yi5sSyFC5bmqu8xu4Jcs/HbbxaKc8Mm7UC3z+ljAsXZNLd1YlGoyEjIyOhHVNTU4NOp6O8vBxfMEJt3yj7upzs63ayr8s5ZZZsqlFDeaYJrUqk2+mny+6bpC7NS9aTZtLKylfnmA+jXiOSn2ygtm+ymXiGWcv621ajEgWefO09tngy+bhJJlpmnYrsJD3NQx5uO7WMXqc/Nkcnm0Hfce6sKSu1U+GaR3dT3ePk4WuXsLQwedLf3f4wVzy8k6ZBD4WpBp752jJlFnLz5s2Ul5eTmZlJ86Cbez5qUXKbNSqBy5fm8c2TSpTng1z5aO0Z4L2aPjZ3eKh3CAmV2OI0I2dVZHJGRSYGjcjODgc72h3saB9h0JVIAjUqmQSuKEphRUkKiwuSMWplR4Hn3/yQlNL5vLC3X/FOnA5qURacJOk1SJKEKxDGfhh+eXFYDWqK0oxkJ+n5cP+gQtA0KoFUo5wgFI5GsbsD+A/x/tqoVWHSqtCoRUQgIkn4ghFcgXBCG/xg0MTMpeNVvXSzlgxLjOBZ5MdpRjViwENTYz2hUIhwOJxA4A/ktXfu37bSHBsRSIqNjYwnoGJM5X3O3CxOm5NBqunILVkikQgffPABp5xyyhfK2mUitm/fTkFBAbm5uQd/8hEgGAwm+FiGw+FJgpVDuV6O/x5PRCQSQavVfuZzjUcT/ydI4de//nWSk5P57//+b+V3W7duZdasWaSmpk7/wmng9/upqakhGo0yb968Q1I7bd68mblz5ybMGn5WqKysJDU1FY/Hw9DQEHPnzj2i93kwxEvyR2ICPjo6SnV1NVarlTlz5iQksdg8IcWyps3mo7pjkD5PlCHP1BYvIJOlghS9YnHRPxqkx5k4B5Rr1XH50ly+dlwBILfbtrc5+LBhmI2NQ4wGD/5VONx4uqgksbV1hEc3t7G9a6xaXZCiZ3VZKmkGNW12L42DXlyBMO5ABH8oelDbjQNBFECjEpUUk6wkPSXpBuZlm5mVZSY/xSCrGg8B+7qd/Py1WjqccjWoOEnk2goNFdlmhoeHUavVZGRkkJGRwcDAAHq9npkzZ05ajiRJ9Dr9ShZwZbeTuj7XJCWsgKzwNelUuP3yTFlCOgqyICQclShJM/LSTcsZ8YZ4ZV8fL+zuScieLc80ccniXMy2/Zx32hqqB/z87t3GBBJ58sx07r9yIY9v6+J37zUiSXBcaSp/uWy+kiF8KJguQSgalfjD+028VTPAM19fljCzuGnTJmbOnIk9auCiB7YTleRK6gULcrj15NKE5zq8IT7YP8i7tQNsaxtJOD4KktQsTIuSow0RUhtp86ipHQoqrfY4NCqBBXlWVhSnsLIkhUX5VgzjjoMtLTbuXd9KQ79bUc9PhClGsiISeIPhBBP4Q0GSTkVOsoEMswaTTrYuikQlPMEIQ+4A/THB1aFAFGSTbo1aREDOHvaPiwg8VIiC3P4vyzAzK9NEZpI+oaWbbtZhNagP+YZ6z549pKWlkZGRoZCO2i4bjpCK2XkpzC7MIisjXSFkA6MBfvtuA5VdTvrGVW8FAZYXpXDOvCzOmJOZMLf6aRAKhVi3bh2nnXbaF5qsbNmyhbKyskkWdZ8FJEnC7XYr+8tut6PX6xNazdN9Vhs2bJi2yxWNRtFqtV/4Vv14fHGPiKOIiTOFcOS2NHa7ndra2sNK/vg06zsSSJJEZ2cnWq32M43UO9L28f9j773j3Djo9P/3jHqXtvdue+31upfE6b0QkpDQcoHQAhxHuy8d7g4Ojs7RQ4eDECCUJARISEKK7TixHXd7i7f3rrLqXTO/P0bSrrZ53UIMv+f12teutJJmNBrNPPP5fJ7nGR8fp+1kJ/rCCibUNvbvH017iSnVv6USFWwGdVqxbMgql2sLFjZ+ngrEeL7Hw+5uN/v6vYz5YnRNBXno6Hi28tfjDC1oD5OBUSNySX0eDYWKd2BT6elVekVBmflZZZPY29JNe6KQR49PMjwd5cFDY6hEAVFQhvm/eOuqnCqkxxfg+YMncCd1BDQO+j1RRn1RPKEEwViSeFJacF5PSqsxY0mJ6XCCPneEfQvMaqnEdMtaqybfpKHMrqeh0ERzqYUVRSaK0urRr16TxxM9IX7bFmLAL/E/+2O8YUsBH7/+SiJBf1YgEQqF0Ov12SqiyWTKnkgFQaDcbqDcbuDmtYoiOJZI0T4RyKkmTvhjWQ/A7GegVWEzqAnFkvijKaQ0Iep3h7nymy+yvcbBjvo8HnjbZsa9UX53eJSdnU66p0J8+aluREHFM76TvH5LJQ/eu4UnWid55OgYLw14OTLsRZbhrRdXUZ1n4EMPtbKvz8MbfnqQH9+9IetLeCosRhhEUeDjN6zgXZfVLFrdWVVsZkOljXyTlg9eXb9gFvTxER//+eeTOc/ZWuPAqlPT7w6zf3AaV1ACYukfxXR8Zb6GbTUOLmssZXN1Xg4JnA2lyp3gSNZIWSaTKzzblzJjurwULDpVOl1Ig0YlkpJkwokU06E4nnAC/2SQzvme1TlQiQIaUUCWZRKSvKjIJJqU5lXiRQHyjFqKbTqKZlX1CsxaBOCzj3dmH7O1xs5NTcVsqLTlzICeDSRJQhCEnNblC94evrd7AFrcqAQ3dp2MXi0SlUTc4ZntKQCbq5V1umFNUU6V+Fwhc8x+pbePX06FdMalxGKxUFtbSzKZzHojZsRfdrs9SxKtVmv2O7/YTOGFWm/7pyGFLpcr577TJWmyLDM4OMjAwAArV6487ZL2crwDzwWmp6fxer2YTCY2bdp0Xq9QlkMKveEEAx6l3dvnCtE65GLIG8MdFUnJY8DY/NcVlJZhhvQZUwHKLSou37AKxzLmZyKJVHpuKcRQuh1pN6iZDMR5vNXJ463Oec8pNECxQWZjbTFNFXlU2PVMBmI4jBq2VtuXu0kWRCCa5MBwiBdGU0ykgsSSM/tdSpKzRi//t2+YArOWi2rsuN1u2traWFdXSW1t7ZJVilAsya4j7YwGwCUZGHBHmAjE8IYThBNKUsVCJ9WUBOG4RDgeZyoY5+RkKEeQAkoFVivK6FUyZVYt4aTARCDOi70ehr1RSqxWVq3Ko7GxkRMnThCLxfB4PHR3d6PT6bJVxLy8vHn7ok6jYmOlnY2V9ux9E74ox9LilaPDPtrGA4TjqXnzYQaNmM3NfqbDyTMdymdabtezoy6P/75lNd5InCfbpjgx6mdXt4dd3R7yTVpuW1/Cp25axV0/O4QvkqTbGWJVsZmrVhXy4Du28O5fH6PfFeZ1PznI9964ji3VjmV8yotDEIQl232CIPDzezZl83UXwkW1DtaWWSgy60hIEu3jQX71Um72t1YtsqHCxrYaO1uqbFSZJPzTSnRYqG+clmkHZlseYbWZqbBCqjMpHgPu8JzZwJn9TUYRRVTnGTHr1Bwe8mLVq6lwGFhRaKKhyExNvqLorcozcnhwmnt/dSyr8J73flEullJLnDRTkjzPpsaoVVFkUdS9Bp0WQa3FF0kw4Y/lzFJKsqIKN+vV2Ao1rCm1srHSxooiE/v7pxUbmaSEKxTnibYpnmhTUmUKLVqay6w0l1tpLrextswyLyt7OVhoXs9q0FJXaGTIrRyP3NEM1c7dr7UqCEYTHBr04gzG0olHJmryjac9O7gYMue9Vzop/Huqemd3QICcyMT+/n4EQcjOIi6VfXwhEsN/ivbxl770JV566SUeeOCB7H3Hjx+noKBg3sD+QkgkErS3txMKhWhubj6jucDDhw9TXl6+bA/H08XsuDqLxYLdbj/tTOLTRSAQ4NixY1x22WXZ+44M+fjUXzpIppQT9mK5uKCc2CsdiglzXaGRFYUm6gqMVDkMWe84gN7eXhKJBI2NjTnPT6Qk+t0Rep0hutOVv15niOHp6KItpCKLVjmRFZqoLzRSbdMQnuiDZIz8/HxWr159VtsElOzdw8N+jgz7ODLko2sqNG998k0aNlZYcRg1dDvDOZYUVTYNFxfEefsVqygrXd7+cqoc6swsYZ8rTPtEkI6JIMNeJS/VH0sqLeuUfNqtN1AIQ7FFh1mVIt+ooqG8iOYyM1tL1DidTpxOJ7FYjLy8vOyBdrkGs/GkRMdEgN8fHuUPR+ZfQGRQV2BkyBPOMdYWBCU+zpLwUVxSwgt93pzsWrNORTCW4uPXr+Dtl1Rn758KxHjPb47TOuZHoxL4/K2ruX3DuZ9reuGFF1i1atWC88iSJNPtDHFwYJqX+j0cGvLOs1rSqUU2VKbbwTUO1pVb0WlUpCQ5a6mSyeztnQrQ7wrhDC0vgahAJ/PWy+ppKrNRk2+i2KLFH0sy5o0yFYjhiyZxBhShlTMQwxmM4wwqtxcTniwEQVBMswvMM+3aTFVPmdnLtHC12VzmFw8cwWDPx2DNIxhL4o0k6HeG6HWFGJ6OMOmPLdhteHVzMf/72mbiSYnuqWD2wqN1zM/AImppc7rq+fh7L160ygpweMhLLJGitsDE4MljVFVVUVZWhicU55mTTp5om2R/vydnGeV2PaU2PaIAY94IY77YkhY7dqOGmjyjorROk/Aiq46mUgtG7fLrO8FgkH379nHdddct+zl/Dzz33HNs3rz5tJO2zjckScLn82VJos/nw2QyUVhYmBWsqFSqrKBHp9O94gn4bPxTVArnmlfD8iuFGeWu2Wxm69atZ2xhcz7bx7Pj6jZt2sTk5OTLUpVcqFJ4fNTPqDe2yDNyEUlIacuQEKRTANWigF6jGCPrM5mzyQSyLKN+/hCJdLsoHE8Rii0+Y2jUqiix6iiz6ai0K958NfkG8k1atGoRnVokHgnS09lOcUEeBp39rLaZJxTnnl8eZzqcyNpIzEaxWUO5IcG16+vYWm2jodCEepaYod8d5jcHRnn0xDhDvgRatYH/KFn+LI0gCEtelWaqVXkmLVsWqXwmJWX+8U8nJtjd48mqIDcWa5ARCMuKYjcYS6ISBVSigC+iEMrZLd/nBwd51dpibm5uprCwMJtl6nQ6s2p9o9GYJYhLqf60amU28q9tSr/xX7ZW8G9X1ObMJraO+REFAYdRy79eUcuwJ8LeXjddUyHaxgKAyHeuyOMLr1nL7m4XjxwdZ3eXK0scvvZ0N75Igv93bQOQTj9522Y+/sc2nmqf4uN/bKffHeaDV9UvO4f5TNE25ueHz/dzYNCbk/wCinfjpioH22rsbK22U+kwMuKNMuAOsavLxS/2DdHvDjPkCS+aWgLgMGqosGkp0stYxCjJeIIXptR4YzKiABfV2JGDHo4M+3nqpAtXmuwt9ZpzoVOLM0KMNMGzGzVYdGqMWhU6tYhKFBEFRVHrjyoJHYpHaJTOySD+aIJgVPEU9UeTc6rFAWDgtLbtMx1Orvv2i4rKPZ7MUfkuhmAsRTCWQqta+nP/0fP9WeNsjQBWQxcS3XjTWccZVDj0rC2zsrLIjEGjIppMEUtIrCm1Ek5nI7uDMaZDUfwR5aI6IcmkZAFvOMGxsDJqMRsfva6Bey+tWfZ2uBCMq+GV66UoiiIOhwOHw0FtbS3PPPMMNTU1eL1eWlpaSCQS5OXlZedKz4XtzcuJfwpSeKYzhWNjY1nvvOrq6rNS7p4vUpjxSNTpdNm4OqfTSSKx/Bi4M8VCpLDUqsOgERcd+M6IIMS0NUkylTsXl5Rk5WS94Fzh8m0swnGlhaxYmZzK+8yNAGhUYNC60anSpFQjolWJWZKqU4noNAqhzPxkyCswbxZuNiaDCSaDcOSZvux9GlHxHTNoVOg1IiRjlJkEJJUOg07Np/7ciV4jZv9v1KjQa1QYNCIGrQq9Wkw/X2TKl0SnlrAGYtnHLEdBK8kyR4Z9PNnm5OkOF55ZRMSug5vXlnBJsUSxUaC+vj57QlGpVIiiSCSexBVK4gzGON41qMxHGZW4rwwyWaZmszk7r+N2u3E6nZw4cYJkMpmd1SksLMyZgfVFEvzbg8cJxVJsq7HzqZtWolGJXLu6iGtXFyFJMu/97XGe63RRaNZy7apCSmzK8yf9Mfb1uXnohVY2V9qU5zUqNh6uYIzvPtfHbw+PIslKRQiU6rNKEDBoVXzrdc1867lefrRngB8+P8DqEgs3Np3fofeULPO3tALZoBGpKzBlhTF3bCzn0zev4uvP9PBvD55Y8OIjA61KoMxuoCBtgq7XqBAFgYQk4Y8on9fhiQTeiISSXqJ8CSUZ9vZ7ARGcrnmva9WrsRs1WPVqTFo1Bq0KrUpArRIVcxYZkpKUVfj6IgmGPBEC0STx05H7ngdEEhJDC3xHlXa2su4LHbO0KoF3/uooSRliCYloUhGDxbK/pRzCmpDBvUDCC8DIdJSR6ShPplvWy8PS553AMoU5GVwopPBC8VIEKC8vp7KyMnsB7HK5cDqdSJKEw3F24ycvN/5pSOHpVApTqRRdXV24XC7WrVt3TpS754MULhZXp1KpiMWWV607G4iiOC++78amIm5sKiKeTLHryEmODHgIaBx0uxN0p8Ps51pVlNv1rC4xk2/U8Lsj44suTyUKqEUhHbsloFGJqAQQRCF7NM8c1GVZmaPL/E7JMlJ6TimZkkjKuWkIMhBPQTyy/NbX2SIhQSKawj/PX0OZxWoZC85/0qnwxMy8pCiAPk1eZ8ilCoNWRErBdCTORCCeUzHRq0UqTRJNRXouaarGotfgnhrHH0mBNYRZr8Fi0GJUCagEAaNOQ6VWTb5OImYMUVJXkt0XM5XLuRdTarWa4uJiiouLFQuTQACn08no6Cjt7e2YzeZsFfGxzgCDnghqUUCW4ZOPtlNo1iotR4uOnZ1Onut0oVEJfPN1zVlCCErM2u0byjBMtmDQ5J4EC8w6Pn7jSh46OkZSktlRn48sy3z6LycJxVJ85TVNGLQqPnRtA7UFRg4NerlhzdklAM3FQpXdNSUWPnxtA1tr7Ionn1rkgf1DfOHJLh48OII3rFgLzSaEDYVGLqrNo7ZAmT2rLTDy3gePc3IiyID71BdSAmDQiug1SgUPSSIejyMLAsmUkmwSSykGypmq3d8boqAcDwRBUIQwsrykUfpSkJmfFjIb8ZTMi6ew5VlsHTN7/mKEczZUAly+Ih9nMJ7OIJ9v4SQKSiZztUWkRBejypCi2eJhYGAgO5ZxquLFhUAKJUlCluULghTONqiefQFcXV19Qc4U/lOQQqvVSigUyrGNUKkUP665CIfDtLa2Iooi27ZtO2el33MpNDlVXN3LZZSdObDMPcjEYjFaW1txCBIffPXWrP9gNJGicypE61gg+zPgiTDqjTK6yFD6bGSGz2N//3PSBQFJhnBCUuY6lxe8QjQp0e2Dbl+UR7s7c/+505tzUwDUKkUlKiDxtg1Wwg4zYz1utGoBvUaFXq0QDbNBQ5FFP++EJQgCVqsVq9VKfX19jnfYkSNH8HqUg2pSkjk4mLv82UikZN7088MIaZsSg0bErFfjMGiRIgLPh/uoKTBTnW9iRZGSd2vUqrhrawUOo4Yii46fvDDII0fHEQV40/ZKttUoV/iv2VDGa87DTOFCUKtE3nVZTc59b76oijyTlo//sY0n2ibZVGnjwXds4aEjYzx8dIweZ5ib1pZw97aK7PYttOgY8UbnzeoVmhUyXWTW8uGHW/GElPamIjiafXwS5vxWIApKuopVr8Fm1GI1KFVDi16DRa/GoldjTf8cHPTyUHoOVCUoiTVmnRqzTo1Jp8akVRGOpzgynNsOXQ4kGaSUzKmp1t8Pp+sqlZJhZ9fC2c1alUBDkZltNQ42V9lZV26l2KrLjmU4nU46OzuzNioZcddCqthXalt2NjLnrwuBFKpUqiWJ+D9VosmFgsXax9FoLhFxOp2cPHmSkpISGhoazukX51xVCuPxOG1tbcRisUXj6l4upfNC8X0+n4+WlhYcDgeNjY05X2q9RsX6civry2cMw/3RJO3jCkE8MaqIM3xLONNqVALlNj2NJWbWlVvSvoRK2y8pySRTMglJEU0kUjLJ9N+haIyJKSeiWovFaiMlQyLz+JRMMBwmEkugN5rS9ymvl/O66ddTfiv/Ows7wQseMplcXGUj3HfQDwfbF3xsgVnD6zeVoVWr0KhENCoh/Vv5u8Sm56LaPLRaLWVlZZSVlSHLMlWjTn7f38ZUKIVBJXNFlQaDwUhEUuOPw5Ehb44liTzLjscbSTIyHQVE2qYngRkfFJUokGfSUGBSfOgODk5nTZq3VjtISTLdU8F0+1Vz3mcJT4VXNZfgMGp4729PcGTYx+f/2smP7l5PkUXHD57v57s7+3AGYnz6VY2oRIEf3LU+Z2Z1IdzSXMLOTifD08pxMM+k4dZ1JZRaNIz0dXPp9s05JM+oFYkGZgbsw2Ff2pzZsaA583Wri/jwtQ2YtCq0anHBk+PxER+ferQdnUZEr1bGJJTKtjIeoUv//t3h0WUnlJwthPSIi0YloBFn76tKmzzntiiinfP/wbFJ3AmFNKtVIuFYShHgnOJqVqMSuKQuj3UVNprLrcSSKX65f4TWMT/heIr28QDt4wF+sW8IUGZf15VbWV9ho7m8nu1rmkmElar73Nzf2Z/PhVCBu1Bsc/7Rco/hn0R9fOLECXbs2MHY2Fj2wDQ8PMz09DTr1q1DkiT6+/sZGRmhsbHxvJhl9vX1EYvFzkrdmjF8tlqtrF69elEzzfHxccbHx9m0adMZL2s5kGWZnTt3smPHDvR6PaOjo3R3d1NfX09FRcUZXyE5AzFax4McG/FxYNBH1+T8yLQM1KJAhUPP5kobN64pYFu1fd6BZGpqipMnT1JVVUVNTc2C6zU6OorL5aKpeR2JlIRhCXuQ2ZBkeQ6JnCGOs8ljKBzl2IlWCmsbOTHq5+iAiyF/irmz7ja9mqo8PRV2AyU2XTb0PpHKXU6WsKaXEwiFSCQlNHpD9nHD3sic6s8rF6VWHZevKAAhE4cnZNtv0aTErk4XrlCcPIOK/9hhQR/3Kp+zMY/Pv+hn1B+n0KzlnZdWE4qnGEvHELpDcSY8fhKoiSWVz+V0D3hqURHpFJq15Ju1FJi0fOS6FWdtJrxnzx5Wr16dzTxeDlpG/bzr10fxhBJUOPRsrXYw6o1wYMALQIVdz/bavHScoNKzlGTl79njFFJaGSnJSn5zW9pIXKMSeOrfttB6eD833HDDkuuSyZV1Op14PB40Gk12NrSgoOCcGiN//ekewvEkfa4wx4Y8ZEb2RAGaSq3sqHNQ4TCiUSsELTNekiFwj7VMkG/SsrHSRolVz4lRH892ONnb58le1KhFgStWFnDHxlKuWFGw7FSbDIY9YX5/eIxHDg3gOkXjQ6MSqCswsq0mjy3VdtaV2yi16RY8NqUkmV5niOMjPlpG/RwfVY6Jcy9IBQHqC0ysq7CyrtzGqgItdiHCtFsxY1ar1dnPZXp6mh07dpzW+3s5EQ6H2bNnzyn3wb83XC4X7e3tXH755fP+lyG2ev38DskrGf8UpLC/v5+6ujqmp6ezrH5sbIzJyUmamppobW0lHo/T3Ny8YOXtXGBwcJBAIMDatWvP6PkZ0Uttbe0p4+rONn7udLBr1y42b97M6OgoTqeTtWvXnvPB2snJSQ52DJBy1PB8j5uW0QCTgYXtGwQg36wkblzekM8KfZCAa5w1a9bMs/6QZZkRb5TWsQD7u8dpHQsyHJR5z2XVvC2denKuEI1G2bt3LxdddBEtLS1otVoa1zTR6Yyyt8/Di33TtI8Hc5IqPnhVDffuqFrW6w8MDBAOh3NyxO/6vyO0jp/BXOIrECuLFCPszskgeSYNP3/zRop0ScU4e3iKrx6KMhURyDeq+NEbm1hbVZj9jvztb39jx44dmM2KKXQ8mWI6nMAVjCs/oTgto34ePDgCKO3ncoee6VBi0XSNfR+7fEnvwd1dLn5zcIT82WQybaScue/ogb00NTWdFikEGHCHeccDRxmZXuZMwGlAJcDNTYU4pyaprqpEJQhZpbkoKLO8ojiTC6zcFhCBWDRCJBwiHAqSTMSxmIxYrRYcNitGgyE7EyymX2/2a2duL/Tas29/+i8n2d3txqwVee3mCu7aWkGpVZd9jdM9+U6H4/y1ZZJHjo3TOjZjC6VUTUt5zYZSGkuWZ0HWOubnzh8dyN4WBcWPcaF0olKbnk2VNjZW2thQaaexxHxaJFSpHPo5MaKQxJZR/4IjOHqNyJpSC81lVurtKkq0MST/FLFYLMeM2WazvaKISyAQYP/+/a9425zJyUl6e3sXJNgZE3OdbmGy/0rFPwUpdLlcFBYWMjw8nPU8mpqaoq+vL5tPuWrVqvMa+TMyMoLb7Wb9+vWn9TxJkujq6jqtuLqziZ87XezevRu9Xo8oijQ3N5+X9JSF3k9SkumYCPC3ky4ODHjp94QXrYoZ1CK1BUbWlpkpt+kJxSXaxgO0jgfwLSAsedXaIr58W64nYkqS6XGGODbi5/ion2Mjfr7zuiYaCpd3ERGPx3nhhRdQq9XZ8YTpSJKHj07w+yNjrCgy8fU71nB4yMf+gWn293v53KtW0lS2vBPS4OAgwWCQpqam7H2/OjDCT/cOZxNb9BqRy+rzuKwhD1FKMDAwiN5goLy8HEEQSUkSKUlClmQEUVQqcYIi8AAZWYZ4IsHQ8DCiIFJeUY5KpUYpSMkkkymCwSCBYIhgWthlMpkwmkzKALyoAlmp1KWLWGkvr/Rv0tWtNGQyy1ZaZTc3F/P2Xx6lfTyA3ajhF/dsYnVa5Tzs9HHvr44z4I2zvUjm7U2arFjl2LFjOaRwMRwcmObdvzlGKJZiY6WNH9+9Ab1GhSekEEeFRMZwB+O889KaJVvKP31hgK893bPk8pSKqGLfYtSqsOo12fnGEpueSoee6jwjDYVmiq3anAr4VCDGO355lK6pIBqVwM1NxQgC/LV1knhKpsCs5c6NZfQ6Q1lj738GZAQo4gKEU/kbVKIiUJtLOOMpCV8kgSeUyCFyFXY9z/6/S0+57HhS4n/+2onaN8otO9ayvqYIlSgwMh3h6IiPo0M+jg576VygyqfXiKwrt7Kx0s6GShsbKmynnW/sDMRoGfNnK4onRv0Lekba9SqqLbCxykGpLk6e5MekFXKqvH9vGxWfz8fhw4e5+uqr/67rcSqMjY0xPDy84Lk2QwrPV6LY+cI/BSmMxWLo9Xo6Ojqys0qdnZ2MjY2xcuXK9Enx/DL5M2npRqNRWlpaEASBtWvXLnvnmp6epqOjg4svvvhMV3dZyHxx8/PzWbt27XmbrfB4PHR2dp7y/fijCZ5sd/LsSSctoz4Cy3BqUIuwusRCnV1FoRjm1ZesoybfQCCa5PhogONpEtgyFpg30/TfN6/gzo2ly3oPQ0ND9PT0UFffgBMrvzs8xnOdbhLps4PNoOZ/X7MatUognpSJJyXiqfRPUlLuy/ydkoinFBV3In172h8kHI1jMFmIp6RsqzSWSOGJJPCGk9kTnUEjcmmxxJu2lrKhsZ6kBLFEEp1KaduqVKqs5UzO9vX7OXbsWNbke6l5H0mS8PuVCDyXy0UoFMJms2VPOnPnzzJISZKibpVlrHrlIi2zHFEU8UeT3PvAMVrG/NgMan725k00p2dUPaE439/dz4euqSUc8GcH8DMRVSUlJdn4vcVwYtTHvQ8cxRdJ8tU7mrht/dKfbyyR4o0/O0QsKfHQu7ZlM6W7p4IcG/ZlieQMqVRuLxXluBhUgpICoxBINVa9hiFPGE84gUoU+H/X1LO5ys4HfncCZzBOmU3PF29fTSQhIaVHDiRZxhmI8VT7FEeGfK9gmcYrBzaDmr0fvfyUM5oZ/O1vf+OSSy5ZdD8LxpK0jPo5OuzNem0udHFak29kY7qauLHSTkOh6bRmWyVJZsAT5sSIjxOjfo6P+OmcnJ83DlBp19HgUFOmT1CsCtNYaqG0SDFjttvnj+Scb3g8HlpaWrjiiite1uWeLoaHh5mcnFywK5cRYP69Cfbp4p+CFEqShNFoZO/evdTU1NDR0YHX60UQBC699NRXgOcCp9vSzWQsFxYWsnLlytP6UmbEHufrvcmyzNjYGN3d3YiiyNq1a8+Jbc9i8Hq9tLW1cckllyz4/2giRcdkiLbxAIf6XZwY8TG1zM6aWadiZZERmxZCwRCy3sKAO4IzON8OQqMSyDdpyTNqsBvUmHQqQCCelIilCVsiTdbiKYWwxZIS0XiSWFImKcvIp/AcO58oserwhOI585mZsK3mUjP3v7kZtVq9YMV8amqK1tZW6urqlu3ZKcky/mgSbzjBpDfE0KSbMZePSW+ISEokqdYTk9WEUwLeiPI4bySBJMObt1fwyRtWZFMBQCGM7pCSyvL1Z/s4ORHEolPzs3s2sr5i8dSDv/3tb1RXV+P3+/F4PBgMhpz4vbnfrc7JIPv6PLz14lO37iVJZvVnnwVO3VKejWgixW+f2INgL8UTVzHmU5JC3KE4/kiSYDxJLCEt2Ho8FXRqgZSkVNONWhW7P3QpVsOM6f6//voYO7sUD8JrGwv518trKbbqshccXn+Qo8dbWL9pC4n0fv1E2yTPdjiV/To1P4LunwGioJipa9M+pjO/BTSzbvun3RQXFmDQatCqhQUen/s8ddoEftQbYcijJNGM++a3gk06FU2lVjZU2NhcZWNzlR2L4fTCFGKJFM8e6eL4iBeXbKFl1Legv6pGFKi2qagwJKkyy2yocrC2uoiiwsKsm8T5REZN/XKdn88UAwMDTE9Ps3Hjxnn/u1BJ4T+F+lgQBEwmE8eOHeOee+7hc5/7HJs3b6atre1lW4fl2sTIsszQ0BD9/f1nlLEM51d9LEkSnZ2duFwu1q9fT1dX13n3YloqY/mqb+3DFVq4JJghPEshGEtxZDgw657F7TESKZkJf4wJ/5l6QM4nUiohV1Qhp1c602LNCATOBRZa78xLD01HcUdSlDtyq9GyLDMwMEBvXz+1K1eD0cbxET/eSILpsPKTIXPZ25FEDsGbj8wnszhzbx3z891d/Yz7ooz7ooz5ooz7YlmS9IbNpahFxcvxbfcf4cd3r2dTlZ2pQIyTE0G0apFL6vOVpQkCZWVlrFq1imQyicfjwel00traSiKRyGaYFqZPeKuKzawqXrrVnF3PcT8qQbETWSwhwxOK0+sMsbVmZtZWr1FRZxdpaiogPz9/yWV4QnF6nCEG3CGGPZE0gYzjCcXxReK4gwlmLzmWnNno+rSSdzbef1Ud0aTE/7umfkEyHdBJeCzkJN9csTJ37jElyUQTKWJJiUhCMXGOJlJEk8rvSEJJ6pj9OxxPsb/fQ12BUkGLJtMm1+EowUiMYDRBLCmRRCQpi8QlmXhSPiNifD4gpT/jUyehiJz0es758kOxFAcGpjkwkOuZqBYFtGrFhsmgUaHTKIbiCxFRjUokFg6CJFFarOG61UVIsownlMAZjDHpjzHmjRJOpOiZTtIzDSDwyy4vepWXYkMnVVYVK4vN3LaxgoaK4vPSIboQbHOAJXOP4cKzo4F/ElIIiuP4e9/7Xu655x6uuuoq4vH4y+Lll8FyLGmSySQnT57E7/ezadMmrFbrko9fDOfLpzAWi9HS0oIsy2zdujU7S3i+7W9mGyHPxVJtuLM5lZTbdKhVM8udreBMpVtxyRzF8ZktLZVhf8uEbtbBP5NmYtCoEKQEQipOaWF++n/K/UaNCq0o454aRyWnaFxRi8WoR5Jkjgz5eLxtigFPFF80yQ33HeCiWgdlNn2a4MWZ9IbwR1OEkgLSix1n9B5NWhU2gxqbQYNOrShCQcgSC380gS+cIDBrJvTosJ+jw/55r6USBIqsWjSiiDOYwKRVEYqnePMvjmDWqvCn94dtNXZ21OXlGMuC8j2cTOg57DPzlivWEAwGcTqdjI+Pc/LkyWyGaWFh4bLaZt/d2Zc1Po4mF94X/2/vID95YZAddXl84Oo6Nlba5z3mO8/1UmLVc3VjAQXm3MpCnknLNpM265uYgSzL/MefTvLw0TG0apGfvXkjTaUWep0hPvj7FsZ8UQxaFaF4Eq16poLZVGblF2+ZP8byzMkpvrOzjzyDCiEK7WIvxVYdxVY9xRYdxVadsj+pRVSioHgNnkYR5NcvDXN4yEf3VIj3X1XHXVsr5okr5iqa1Wo1efkFWOx5GK0OkrLArj0vUr9qDRq9gUhCIpZIEcmQ0lnE1BWMM+gOM+aLMhmIzSNzAkrlTxQEZJSRjb8X/8xcHAoZw+vMPivLSCgV6cXWLSnJJOOp9HjLaaSb9A+f1jpGUzAYFBgMSuwZ8+PxneTq0lby8vKyF1XLMc9eDi6ENBNQyOv51CL8PfCP9W4WQCwW48Mf/jDt7e189KMf5VOf+hSgfJiSJL1s7u6nIoULxdWdzbIybbdzdaXi9XppbW0lPz+flStXZr+wL4dR9lLE842bijnSN0EsBVF0TAXjRJaRaXoqjPrOPBFmboXSrFNRatWhTQQpLy7ArNdmSdtsAmeYFWGX+ds462+9RoVqzkyRJMsEokm6BkYZGHdRVFkwU62LJBnxhBiacBORROKClt/29OOLJBZMcJBk2HuK5AaTVoXdqAgi7AZN9m+bXo1aFEjJysB9OK6QPXcowYQ/lq72nXqb6jUixWYNDq2MRUxg10qUOYwYTRZSaj1ToSTtYwF+fWg0h0tLMvhjKVQC1BYYqS8wZvdLWYa28QB79k3wZPtUVrV7dWMhVXkWLBYLdXV1JBKJLCE5duwYkiRlT3aLDd9vq3HwfDrzNp5ceL9LpmTUosDePg97+zxcviKf919Vl73gCEaT/PiFARIpmU8/BhsqbFzbWMi1q4uoyTcCSrXw7b88wpZqB1uq7WyptvPzvUM8fHQMUYBvvnYtW6rshGJJPvt4J2O+KKU2Hb9++xYcxuUdSwY9ETonZ9Tqeyf65z0mEwenUQkYtSpsBsXrURHGGKgrMFJm02PQqqgtMGHWzZxiVpUoFdjOySBfeKKL3x4a5ZM3ruSyhplKqdFopKqqiqqqKiRJwuPx4HK5GB3sy86GFuklam0ixcX2nOObMxDjpYFp9vd5eGlgel6knUYlsKHCxvZaB9tr89hQYVOy1dOQZTk7/qFUONNkMzmrEpq5HU8/Zk6lNBJPMjAyhj2/kFhSzj43p3Kafs7s/Xf+xeG5Yaffen1zeiZ5ZqRlZGKSRErG5sgnHE8xHc5UnZW0mmAsSSieWnR/zmDDmpXsWO04bfPs5eBCqRQu5VN4oU7m/UOTwqGhIV73uteRSqVoampixYoV2f9lPsiXa+dbqqWb8dGrqKigrq7urIlc5v2ci6sYWZYZHR2lp6eHhoaGeaKcl6NSKAhCNvZo9rKnp6fZpp/gliuLWLFiRbaiOB1OMDQdZcgT4YtPdRM6Da8+rUrAoldTm29kTal5QbJmnEPcXKE4T7Q5ebLdSSieQgb0aoHb1pdw1+Yy6tMK5V27drFtWx1Go3HBZWcInjeSxBtRyNR0OIEvkmQ6ktumzczgzSN4+xYbiUgxt12rVwuYtGr0WoVsJpISKpVAPJEiGE3w6hUGrt+0gjyzDqNWJBKXcAXjjPmiDHrCuIIJxnxRjg37mPDHllUtzTNqKLPrKbXqKbPplL9tesrSPyoROidDnJwIcHIiSNuYj78ORUjJC7eaVxWbqC8wsbbMwuYqOyuKTOjUyn7QOubnof29PNcj435hxlTboBG5YkXBvIF7jUZDaWkppaWlyLKcFcoMDQ1l/UEzVcSMhcf2WdW7xcyVP3HjSt60vZIfPN/PH4+N83y3m+e73awrEPhQcZg1RivvvaKOZzqctI75OTrs4+iwj6893UNDoYlrGwsx69ScnAhyciLIAy/lVnju2FhGY4mZvX0e3vmro0iy0jZ+y0VVJKXlXxze0lzCymIzA5PTHO8axFhQxpQ/Rp8rxLg/llNJS6RkfJEkvkhSIV9LpJKo0rN4Zp0ah1HNqmIzg+4wvc4Q9z5wlO01Dv7z5lWsnNOyF0UxK0xqbGzMVhGnp6c5ceIEMVnNhGylxy9yYjKazjmftVxRoLnMyvZaBxfVOthYacegXbrVp1UrbVeLfunj5p+Oj/Nk+yS3rS/lutVFWYFRPB7nuedGuO66dUtWujIEdKHWe4Z8RjL3xZXf4ViSyUCMCV8UZzCOOxTHF0ksehEsCnBTUzHxpMSIN8KgO8ygO4wzmGQ8lMI1MsGYL7pko8KqV1OTb6Q630hNnvK7Ot9AdZ4RW3qecXam+fT09CnNs5eDC8UUOpVKLVnA+f/bx68gPPPMM7zxjW/kzjvv5Nvf/jY333xzTqrJbFKo0ZzesO6ZIFMpnH2AliSJvr4+RkdHF/TRO5tlZV7/bJDJgHa73WzYsAG73b7gsl6O9jGQs+1GRkbo6elhxYoVlJeXZx8rCIrRcJ5Jy4YKK/kmDS3jAdzBOCPeKIPpWL3F+Es8JeMOJbDq42hUIpUOPXX5RgrMWo6N+Ck0a9lcZSOaSPHzfSM8dGycqcCMKKXYAHdtLee1WxSRgi+S5PioH284wUtTAl2HxgmnxPkEL6K0UM8kuxXAoBEwqmQKbCYMGhVSMk4sEkGl0zMVUgQaGWLriyhK5GhSJppMQHjhltNRt8C+J7pxBWPLMsFWi4LSbrToyDdpqC805RC+EpsuxxTcGYxxcjzIyYkAj7VMcnIiyPAi3ntWvZpVRUYmfFGGfXHUAjTnwWQoyl8nQ7xzRzkrSyycnAjyZNsUT52cyiZ1gIBBI3J5Qz7Xry7ksoY8TOkKVsY2YqH4PZvNhs1mo6GhgVgslq0iDg4OZgmLI78gOynqDC5eCa1wGPjCbWt416U1fH93P38+Mc4Jl8xbH+zk+tUe3n9VPe+5opZxX5TnOpw80+HkwMA0Pc4QPc5QdhsUW3W4gnGmZ31mDx0Zy8bJZRBNSnz5qW6+/FQ3dqOGtWVW1pZZaC630lxmpdg638lAaRXraC5QUREf5qqrViPLMrf94CXiSQmTVsVbLqqisdRMvyvMkEdpzToDyvqE0uKYubtwSoZIQiKSiC8o4HppYJpXf38/oOxDujQpKzBrqbAbWFlspqnUwqoSC2XlFXR0dLB563au/O4h4invzGcG1Odpuaguj8tWFrOl2oH5FORuudjT48Zu0NBUakEUBR45Osb+/mle7PVg1HZw/eoibt9QyroSRYRxqkLDbAJqm6PbkGUZVzBO11SQsYkgXVNBOieD9DhDi1bviixaqvKM5Jm06NWKvdR0JMm133qRMV90SWGQSaeaIXx5RmryDdm/HUbNsomNWq3OXjRB7ihAb29v1jy7sLCQ/Pz8Jc+7F1L7+EJYz9PBP6z6+KmnnmJ8fJy3vvWtANx6661cfPHFvO9978s+Zvfu3YtGxZ1rZHzqrrjiClQqVTauLh6Ps3bt2nO6DpmkkYsvvviMlWKz7XCam5sXVVC1trZitVqpqlqeyfKZIJFIsGfPHi6//HJEUcz6NjY3Ny9IVE/5eimJ4eko/a4wfe4w/e4wPZNBel0h4tLSB0CzToVNr2bMF8s5+Vk1YNEJaDRa/HHprAieUavCkZ7Bcxg12AxqTFo1KlExw03JMomkRCQhEYwp1ZpJfwR3KEnyNJapThvlpaTTT/kAuPfiStRqkVhS8Xeb8Mfoc4WZ8MfYWm1jfbmNt++owmpQMzIdzVb/Mr9dCxAEUFTSq0vMNJZYWF1iZmWRCVcgxtee6eP46Pw5QwFocshMRkWckZl3ksnb9UdT/PTudeyoz8+2dGaPV4z7ohRZ9WjVMxmmS50IJUnC5/Nl22Yf3hVmOi7wjZtKuWxNJRaL5ZQn0j5XiM/8fj8HJ5VtL6SrOv92RS27u1zcsbEMtSiwu9vNMx1TPN/tnleJLLbqWF1sZtQbodsZnrcMlSggLfLZFlq0rC1TCOLaNFHMKKenp6c5fvw4V155JQBtY37++7EOTqS3/ZpSC5+9pZF1C4hU5HS1e8Adpm3cT9tYgEF3mIlADG84Tjie4hRdyVNCQEatEpEkGVEQcBg1VOXpaS5QU2VIoE/4sRtUFBUVUVBQcEoCshxc/+0XGfREKDBrubwhnzVlFqb8cZ5sn8xpUxeZtayzRfn323ewoujUYqVIPEWPM0TnZICuSYX8nRwP4FvAXxCUCnCZXY/NoFHsqxISnnCCcV90yUq9UauiKk+p8BlTQarzjWxtrKEm30C+SXveK1qSJDE9PZ0liXMtquaaZ3d3dxOLxc447OHlwqFDhygqKlrw/CdJEhqN5oKbOfyHJYVz8S//8i/U1tbyiU98InvfCy+8wLp1685Y0HE6SKVS7N69m0svvTRLuGw2G42Njedlpzkbwjs9PU1raysFBQWsWrVqyave9vZ2DAYDtbW1Z7O6SyKz7bZt20ZnZyeSJJ1zo+xwOMy+fS9hqF3PY61THBjwMhlYmLScDmYTPGJBKoocFFoNyjyeQY1eo1KMn1PKoHsoLuEJx5kKKFUVZzCOMxBbNOZvISxHdb0c6NUi+SYNhWYtNqMGjSgSSShpIKO+6ILeatnnakSiCQmjRkQQWLCFL6DM/80mgKtLzDiMWoY8kewM3kv93nm5sSVWHQ6jBmfa+y8DjQh2rYwvTpbgq0WBT9zQwL9srZi3Do+1TPC5v3Zx99Zy3ndFTbZqOPsHlHGvxTzi1n/+OaIJiW9da0Md9eZUTPLz8xf9fu/atQtz+Qp+ecTNU+1T2W0iA1q1wOs2lfO2HdVUOgzEEil+f3iULz3ZNe9iQy0q1ThZBrtBzcpiM8dH/MTmsK9MFS48Z54tg3K7nrVlVuodGnShce6+6fJsGzUlyfz+8CjfeKYHfzSJIMAbNpfzoWsbsm3EhbCvz8P+fg/HR/ycGPURWkAYZtWrUasE1pZa8UeTOIMx/JEk0UQq6+N5JhDS20Ynylh0IiVWHSuKrayvymN1qZWqPCNmneqUhCgST/GxR1p5odeTQ8zVosDGShsNRSa84QQv9LgJzHp/TaUWbl1fyi3NxeQZtYx4lZnNzslglgAOesJLtm9VAhi0KlSCQDCWXPJCU6cWqc4zzKr4zVT/iiwzxO/o0aM4HA5qamqWsxnPC6LRaDZD2+VyIQi55tn9/f1IkpST0PRKxEsvvURlZeWCLiGZ1vKFRgrnre2f//xnvve97/HYY4+d1tXV9773Pb72ta8xMTHB+vXr+e53v8u2bdsWfOxPfvITfvnLX9La2grA5s2b+eIXv5jz+Le+9a3cf//9Oc+74YYbePLJJ5e9TrNhNptz2sewPEXwuUKGWI2NjTEwMEBdXR2VlZXn7QrtTAQgs+cH57Zll1rOy9U+PnbsGA6Hg8bGxnNWsk+mVbhPn5zkb20inv2tOf/PZA9nYNSKJNNWGQtBEJQc35o8A5UOA/lmDQa1ipQsc6I7RDIlcXIiyFRAITPR0yibGLUiRo0KTVoVHU0LOuYSxuWeRnVqUSF8qgSFepma8mJUajXhuIQnFGdoOsKAO7yk6KbQrMVqUCMAoXiKSX8sa90BEE7/1qgEVhaZ08QvXQEsNmdnsbyRBC/1T/Ot5/rZ1+dhZIHILoDafAOxpMSYb8YaSK8WWVlsJhiN0+eO4owq36lCo4pLS2GzI061OMngYIqCggJMJhOhWJLPP9HNn05MAHBoyIcEqAUhW0WUZRlRFHmu08V3d/XzwavruaaxMOc7G4ols+/18m0bMWhEpqenmZqaoquri3A4TF5eXlasYjKZcp5fl2/gO29YR8dEgO/s7OPZdPpIPCnz6wMjPHhwhFc1l3DvJdW8YUsFh4d8vNjrVgy+09t19mykN5LEE0pQV2DEqFFRYlfi+o6nCVlyFqlRiWA3aElJMt5IglFvNCcq7ZvHdlGTb1QqiuVW1pZZeeTd2/nurl7+dHyC3x4a5emTTj52wwpuW1ey4LHsNweG+dvJmUQVo1ZFc7nitbe+wkapVUdKhtp8Y7bVO3cGMp6UmPBH6ZwI0DLq58W2PhIaC9ORJMFoklhSWpAsyUBCgoQkEEzKjIeiHB2P8vtjUzmPU6VbuRadmjyTljK7gYZCI02lFlYUmymzGfjuG9cTT0ocHvKyu8vF7m4Xfa4wBwe9HBz0AlBm09NUambC7WM4qIib2sYDfOWpLoBFR1YcRk2ODdL9+2dmRlNyrsOCkH58faEyR1uTb1Lm/fKNFFt0yzK3frnElUtBr9dTUVFBRUVFtvLucrmy87sajQaj0YjH4/m7mGcvF/+I7eN5pLC/v5+nn36aQCCwbEPi3/3ud3zoQx/ihz/8Idu3b+db3/oWN9xwA52dnRQVFc17/K5du7jrrrvYsWMHer2er3zlK1x//fW0tbXlEJEbb7yRn//859nbZ2MCaTab8ftzW08vJynMzC4NDQ2xfv36c54PPBenO+uXSqXo7OzE4/GwcePGbBzgqfBykMLJyUkASkpKqK+vXzaRTkoyPVMhGkty2zihWJIX+6bZ2eXm+R5P9gQLAqp0TFaGaCUlJVnj2lUF3LCmgKYSM+5wgoPt/RwZ9BBUWZgMSzgDcXzRJClJZswXU5S2/d4F1mr+QL45bdmi16jQqARkFJNZf1RR8GZ4YzguLWu2LwOtSqDQrKXCoac230RVnoECsxZJVkQRQ64Ax/snmQhD57TMrtHxBV9HLQpUOPTkG7VoVALhRIpxX2ymkrlIG/iSOgevai6msdhMQTr7N4N4SuL4sI+9fdPs7fPQNh7IOWlmqjAOo4anTzqzRLffrbTqdGqRbTV2dGqRo8O+bGtTAC5fkc8bt5RzaX0eKlHIzja5XC56enoYjWr4eQdMhlKIArzn8hrefVk16vSJZ6Y6KCNJEt9/foCuqRBHh6a5coVidp15jCcUT29rkX///QmKrXo+f9uarPdgOBzOtpm7urrQ6XTZKuLsJk1jiYXv37We1jE/33mul91pRbMkw19OTPCXExNcsSKfey+p5rrVBTzRNsWuLlcOIcxcwGRmEAEY9iEKsKbEwpZqGwatmh5niEODXqbDCdyhmc9OBEpsetSijDcUwx9XcpYH3GEea1HIsyhAQ6GJyxrysiMAH3+kjYePjPHftzRmRVUZXN1YiFmvzpLAFUXmHAX9z14c5Kt/6waUC4yqPAN9rjCbq+zcuq6EhiIz5XY9x0f8VOcb2FJtY02ql6uv3jJvwD8YTTI8HeHkhJ+28SD9riDjvhje9LxjIrWwrUtKlokkZCKJOFPBOB2TQZ7rnP84tSig14hY9Ur1/KpV+SALOIMxuiZDjKX9NJX9QaAmz0gknsrel9l+lQ4Dl9Tnc/WqAhpLLBSYZ6p4Q54wvz4wQoVDuajUq0X8MUXMM+6LIgOecALPoJd+d5hL6/Ox6NU0lpiXnXbySiCFsyGKIg6HA4fDwYoVK4jH4xw9epRkMpl1Ach4iRYUFLws5tnLxVKkcKFZ5QsB89rHP/3pT3nXu97FwMDAsufEtm/fztatW7nvvvsAZaerrKzk/e9/f067djGkUikcDgf33Xcf99xzD6BUCr1eL48++uhpvqWF8ZnPfIbu7m5+9KMfZe87fPgw5eXllJSUnJNlLIZIJEJrayvBYJDm5mYKCgpO/aSzxP79+1mxYsUpjXFh+fODC6Gnp4dUKsWqVavOZnUXhCzL9Pb2MjY2hiRJbNmy5ZT5teF4ir190+zscvF8j4dANMmuf7+YREpiZ7ebnV1uXhrw5pxMdWoRkHNMf3VqkQq7HodRgyQr4hNnML6ownQhiMJMxu/5hihArVXgDRfX01RsQqeSmQ4nGfTGGJyO0ecM0Zue91sMRq2K2nwjpTYdeo2KZFLCFYrT6woxHV68VZzBZfV57OlVTHvvvaSKCruBg4NeDg16MWlVfOv1a9nX52Fv3zQHBrxEErnbsr7QyI66PHbUOthSY8ekVfPo8XE+9SfFH1EjKibKNXlGOqeCvNjryZ7kLRqZW5sKeOvlKym3LzxWkJJkfvLCAN/bPUBKhjwdvGWlxNbamROOWqtFQMgSl91dLt7z2xYMGpGnP3ARdoMmW8kSBIFoIkX7RIhjIz6+/kwvDqOGvR+9fMETdCqVwu1243K5mJqaIhqNYrfbKSsro6CgIEeVfmzYx3d39vJC73wT5I2VNt55aQ0bK208fXKKP5+Y4FC6WpWBSaciHEstuO+V2vRcvTKfBw+NntKXr8KhJ9+kRZJg3B9ddA4UZuYiv/m65qVfdBZ++sIAv9g3tOiFBcwfh9CKMpV5JhqKzDQWm6kpUFqk1fnGHAuchSBJMu5QjAF3hNYxP+2jXnqnAjgDMQJxibgknPEs8FLQqUUEyOkMlNv13LqulNvWl1CbNvSW0lGEC0XqjUxH2NPjZk+Pm319ua1sUYB15TYua8jn8hX5NJVZ59lXZbBUy/OVgmPHjmG1WqmtrcXv92cv6rxeLyaTKft9dTgcf9dK3a5duxYs8mQuKHU63QVXSVRnDnCZ35k5rbmt1sUQj8c5fPgwn/zkJ7P3iaLItddey759+5b1GuFwmEQiMa8yuWvXLoqKinA4HFx99dV8/vOfXxbJWQgmk4lAIJBz38tRKczE1RUVFRGPx1+2HWS5lcLM/OCZxOlllpNInIZh6jKRSCRoa2sjGo2yZcsWDh8+vKjvkzMQY3ePh51dbvb3T+e0U/Vqkbf+8hi97lxVa7ldz5hXufKeO3tF+r5e1/zhfQCDGoqtBoosWqwGDXq1iEpUWn4j3ijD0xG8keRZG+EKKMKWEquO+kIjDYUmJnwx9vR6svOOOhF21Fqpceg41O/kry2TfG93ZMl5P7teRYE2ycoSG2UFdiRk/BFFHNAxGaRtPLDoc7PbQCOyusTMhgoba0rNdE2F+MkLQ9n//fTFoXnPufUHB3JuW3SKz910OMHKIhO/fvvmec8RZ11pF1v1tI4FeKbDlb2vuUjL9vw4b7pqPUUFix8bxn1RPvHoyWyr7+amIv7r5hWISUVVPD4+TkdHB0+MaRkOq/nCLQ3Ulebz/ecHAPiXrRXkzXJqzrSXtSqBjRUW1paa+NGeAabDCQ4PeakvNM2LvFOpFPFDUVERq1evZufOnVitViYmJrLG2Rl15rpyBz+7ZxOHBqf5zs4+Xuqf8Y88Ouzj3x48TkOhiXsvrebn92xiKhDjsZYJfvLCAMFYKju7p+Qkq5jwz5CucV+UXx8cBZSKVp5JSyCqeNPNxch0lJHpmUpXhUNPtcOIXqsiEE3QMRHMVtplGdrH5guBlsK9l9Zw76U1BKNJ+tM2NU+0TrCvfzr7vZz7NYpLAr2uML2ucHYWMwOzTk2lQ8+KIjMrisxZ+5TqPCMGrQpRFCi06Cm06NMJM9XZ52bEEE6nk7GJKca9EXyCEbdkYDQkMBVM4g7GCMRSRJMpUqfRIJl7jBGAUW+UHzzfzw+e76fUpueqlfncubGMFUVm1AucJiocBu7aWsFdWyuIJyWODHt5vlshiV2TQY6N+Dg24uO7u/pwGDVcUq8QxEvr88k3z+yLr7RK4ULIqI9nuwDU19eTSCSyF1atra3E4/GcKuK5Ms9eLpLJ5AU3M3gqqGe3SmaTwrmt1sXgcrlIpVIUFxfn3F9cXExHx/ISED7+8Y9TVlbGtddem73vxhtv5I477qC2tpbe3l4+9alPcdNNN7Fv374zIlYWi4VQKJRz3/kkhbIsMzg4yODgICtXrqS0tBSv1/uyzjAutSxZlhkZGaG3t3fZ84OLLedct49DoRAnTpzAZDKxZcsW1Gp1znJkWabPFWZnl1L5OzGWS2LMOhUCpA/eUpYQriuzcNXKfK5amU9dgZF1X9yz5HqoRcWg16gR0agglYijVasRVBqCsSRHvJGzUlKKQJ5Jg0WvRhQEYkkpbe2RNl1Ov4eAM0wkkWJ/vxdvmuxlYvFiEuzsnf1dndkW5XY9dQVG6gpMVDn0qESBwbEJusf9uCQjz/QGiHed+ntu0KhYU2pmfbmVpjILjSVmYgmJQ0M+Dg16+cORsZwB+0hCWlDsohEFqvMNgMCQJ6K8t/TzBj0RYskUullnQ3cwxuHBabQqpZ2fmTM0aETu3FjKBnMQK2E2bty2pKDqqfYpPvNYJ/5oEqNWxX/dtJJb1xWnTx5aLBYLtbW1PHdykif2tgMpHtvfhlaEljHQqQTu3qwc31KSzAd+30qlQ88HrqrDqFWM4rVqFRfVOnimw8Wbfn6YW5uL+cJtjajTJ7aFLG9EUaS0tBSHw0EymcwqM0+cOEEymaSgoICSwkJ+/MYmjo2H+c5zfRwe8mZfo8cZ4hN/bOfbz/Xy1ourefP2Sm5YU8TN9+1DSotOvJFkTkVJQBEBZbzt4unoxsz/yux6NIIyArHQpMJckjgXa8ssi/5vKZj1asUup9zK7RtKCcdTPLB/iJ+8MJgVGVXnGVhZZKJ3dIqArMMdmh+jGIwls36Oc2E3aKjMM7CyyExdwYwQo8phQKdRIYoi+fn55Ofn09jYSCQSwel04nK5cLvdSCUq3IKNuNpIWNbiDCYY80Y4NuIjmpQWtONZDHMfN+6L8puDo/wmTdbtRg1FFh1FFsXiKfu3debvrdUOLqrN42PXr2DCF81WEV/sdTMdTvBYywSPtUwgCNBUas1WERPJ5CueFC7WltVoNJSUlFBSUoIsy4RCIZxOJ1NTU3R0dKDX67Pzu2djnn226wkXbvtYvXv3bq644orsTjKXFJ7LVIyF8OUvf5nf/va37Nq1K0dN+sY3vjH7d3NzM+vWraO+vp5du3ZxzTXXnPZyzGbzy0YKM3F1gUCATZs2YbFYzuvyFsJSZO1M5wcXW865fE9Op5P29nYqKyupra2d8XSU4chIgEMHXezqcjM058RkN6jT5q9SdjBboxLYXmPnqpX5XLkinyJLblv8htUFBGOpdPpGEqcvRFxWEUsqB/ekJOOPJvHnLCqZ/jk1RAGKLToqHHrKbXoIeVhVUcDqqiLK7ToKzbqcFk84nqLfFeb4qJ9jI346JoOMeqNpQpTb9s2cDGeTLwGZy2uMvGFLBaj19LvDnJwIsqfHTb97rspxYT9Ao0ZFU5mZ5jKFAK4ptVBu09M1pcyhPd46xef+2rVkJZJZ61RXYKTApMUbSaQ992aqr2U2PVevKuCaVQVsqrJlBTS7ul18b9cA7XNO7Lq0/U0kIeGcnCTPoWPTxm2LmseG4ym+/FQ3Dx1VZiWbyyx89Y41VOfNNw8f90X5z8eU2bZ/2VrOB29o4I0/OwSEuKJCRevh/QxZrST1NnZ2udCqBD52fYOy3dP76GUN+dkq5p5eD+/69XF+cvf6BdXMgiDgiUj4IkkcDsXjbfbJLhAI4HQ6GRkZoa2tDYvFwmcuzac/Usj/HZjMseYZ98X40pNd/GB3P3dvq+C61UU81T7F5io7rmA857EyCmlvKDRSaNbR5wplq84y5AhNiiyKT2A4kaJnKrQsc/K9/dO8/7fH2VLtYGuNnVXFlkXbmEvBqFXx7strecOWCn7ywgAPvDTMoCfCoCfCWgd8840bqS80M5IWQw24w3ROBOmcCjIyHZk1JzwDbySBdzRBywK2RvkmDdV5RlYUmaktmFHtVpZVZNNVOoYm+cDP24ClU380oiJw0alFdOlIwIxJ9XLhTWeKd00u3rETBSgw55LFxhIzlzbkE4gm6XOFaBn10zkZpHXMT+uYnx88349RDRcPDnFtU5LLGvIptJz5rP75wnJCJQRBwGw2n9I8O0MST8c8eznIBCpcaO3hU0H92te+lk9+8pO8733vQ6vVolKpUKvV+HyLO9TPRkFBgZInmhYDZDA5OXnKWb3//d//5ctf/jLPPPMM69atW/KxdXV1FBQU0NPTc8akcG5LXK1Wn3OSlomr0+v1bN26NUfB/XKSwsWWFYlEaGlpQaVSsXXr1rMS78C5qxTKsszAwABDQ0OsXr2aoqIiwvEU+/qmea7bzXMnUwQTfdnHq0QBm16NP6oYMWcqaFa9mssb8rhyRR6NxWZ80SRjvhiPt04xno5bG/fFGPVFF8hNFoBzU/X8wzs20VBkQj3rhKjMsFrQWgz0ucM83+Oh3xWhzx3O+vstBgEoNmuoMCRYWWxGbbTxeNsU7pDSuq+068jXC7RNRvm3h7qXtY6mNAFcO4sAVjkMpGSZk+NBDg56+cuJSQ4P+eZZwhg0KjZVWqnKN/DgwRnjZL1GpDbPiMOkYdynpEzMTppoLDFzzaoCZci+eOYg7Y0k+OHzvTxybDxXbSnA5kob/351HU1lFr741w7+cGwKT1xk65bNix6Q28cDfOSRNgbcEQSUGcf3XVk7L2sXFN/KjzzchjeSYE2pmY9d18D+AS+t4yF0apH/uHMbVo3SFXmuXSGYeTqZk+3tWR88tVrNJfUz4y/T4QT7+hUxQG2+MSs0U96TQI8zxFePSlQM9vDA2/NykjYEQcBqtWK1Wqmvrycej2eriBr3CO+qkxmutvJIV5wul0LihPQ2/N7ufrRqZTnPdrr48d0baBn189DRUcZnqch7nGF6nGFUwgzZnoupQDxrzK4Wlcdlcr8XgyeU4G8nnVnFsVmnYlOVna3peL61ZdacaLlTwW7U8NHrV/Dm7ZV8b3c/Dx8ZpXVa5PYfHOD2DaW8/6o6rlo13/Q/GEsymCaL/WnC2OMMMuKNLOgc4A4lcId8HFkgmcVhVFNg0mExqDFoVGjViiAtlVIuUOZWVDPcL5aU5m1XrUqg2Kqn0KLNVvwKzTqKrDrsejX5Jg2VeSamAjEmAzGmAjGm/LP+DsSY9MdwBRWVf+a+1lzv8hxoVEJ21jIYSxJOyjzb7eXZbi8A9QUmrliZz9WrCtlQaVvwO/Jy40zMq5cyz+7p6Tkt8+zlIHN+/YcjhVqtlo985CO89NJL3HfffZSWlqJWq5fdPtZqtWzevJlnn32W22+/HVA+0GeffTbHKHouvvrVr/KFL3yBp556ii1btpxyOSMjI7jdbkpLS5e1XnNhtVoJhUI5lU+VSkUyubyqz3Jwqri6lyP9Y6llzZ5vzMTCnS3OBSmcXVmtaVzH86NRdu5snTcfqFMJGHVqpsMJUpKMJ53qYDeoqXIYsOjVxFMSJ0b9PHXSOS/G7Exg04LDrCealJkKxLIVOlGA7TV2bltXzPYaO6G4hDuk2My4QwlWFBmZ8MfoTxO+PleYlsEIE+Ee/LHFt5dOLZJIzcSJlVp1vOWicnYUybzU1su4WMBfu0NM+EdznjfsjXGqePsik4obm4pZX2lnVbGZUCzJkWE/Bwe97O52c+u6Eg4Oejk67Js3X2bSqthUZWNrtZ2t1XbWlFrQqESSksRjJ6aypDGakDg5q7ohAFV5Bq5aWcAbNpdRnT9TpZNlmX39Hr7zXD8nRv05LTWNKPCWiyp456U1Wa88t9vNlZYpGi7L54r19QsejCVZ5hf7hvnWc30kJZlii46vvGY122bF0c3Fd3b2c3TEj1mn4ht3rkWjEvj+7gEAXr+5jMK0arq8vBz1GECAhmIrGo2G3t5eWlpacDgc5OfnU2nXMTyrqvuHI+N84oYV2feb+e1yuogmZVrGQ3zw9ye4743NaNLvZ+5xQ6vVUlZWRllZGbIs4/V6qXa5WGmeYu9QiqdGNQwHlH1KFMghPf/9WAc/unsD/3ZFLS8NTPPfj3Uw4J4h6SkZUsmZ5y7G95ISJGd9zwUUr8giiw5POLFgEo2AYqeSifUDZf9eX5Hej2ocrK+wZW2JlkKJTc//3LqauzYW8dk/HuGYW+CPx8Z5rGWCu7ZW8J7La3NmOM06NU1lVprKcj1oM2khmepinytE12RQqZj6YwuKTKbDyRyhVWSBEWoBMKiVun0sJZOSF65IJVIyRRYd168p4oY1RZTaFhZF2Y2aebF/s5GSlPcxmyhm/55FIL3hBImUnJOAMxe9rhC9rhD/t1eZA378vRfRsAzj7fOJc2H1MjdHO2Oe3dPTw/Hjx7Pm2YWFhVit1tOuIv7DksInn3yST33qU/zhD3+gr6+Pa6+9Fr1ev+xKIcCHPvQh3vKWt7Blyxa2bdvGt771LUKhEG9729sAuOeeeygvL+dLX/oSAF/5ylf49Kc/zW9+8xtqamqYmFDsDjKl4GAwyGc/+1nuvPNOSkpK6O3t5WMf+xgNDQ3ccMMNZ/RGF2sfx2KLV2eWi0xc3djY2JJxdee61boUZi9LlmWGh4fp6+tj5cqV51R1drZENxwO89S+47R4BDoCelp3tuSQA126qhBLSsRSMrEFDm5KTNypxRELId+kodymp9yuJxVwsqGhgjKbns7efnoCKg5NSQx4ZlpqDYVGbltXzM1NRRRZdCRSEkOemWpfnytMvyvCN5/rWzSTFKDcpqO2wEhdgRGbXs2J0QAv9s0M19cVGNlaZUOWZf54eJivexIkZBGYr0ZdDFqVQIFOornURHOxgWg4SO/4CD/tmaDXJ8/zN/zmczOVWLNWRVOZBZNOxXQoQVOZhU/duDL7/2AsyTMdLp7rdDIXQrqnLSu/GPRE+MX+YX53eJR15Va+dscafnVghN8dHlu0DV1m1/H+q+qyVYvR0VFOnuxgQlfOL4546AkN89lbGnOe4wzE+OSfTrK3T2nvXddYyGdvWYXduHhFYHeXi5+lT4afv7WRqjwDBwamOTLsQ6sSeceOXAeGIY9CqOqLbaxc2cDKlSuJRCLZikS9Icqwd+bk8sfjE3zgqlpiSQmHUSEtQ0NDRCb7+Oqr6/jIY4Ps7nbz6T+f5HO3rMra3cxtN89sWyHHvmPz5ihvcDp5/Pgov20LMBFWHi+i1LzHfFFe/f39XLWygHdeVsPv7t3K9d9+EV80Sbldn9MuzrEEElgyHUcGpfKerm47jBo0KiEn8nH200VB+YklJQ4MTHNgYBp296MWBZrKLEq7udrOpir7kmbY1Xl63tEoU9K0jW8808u+Pg+/3D/MQ0fGeMeOat66o2pJBbIgCBRadBRadGmhyQySKYlRbzRbXexzBnmyfYpA9NSiMRkIZzeYgAhoVBBLyYCQ87jDQ14OD3n50pNdrCu3ckOaIFYuMNaQfZ4sE4ql8EWVvHNfJIk/msAXTmbv80eShOKKLZZGFDBpVaRS8rwq/6lQnff3t3w51/5/s+dFV61alTXPdjqdDAwMzDPPXk4HLZlMZsUwi+GCnClsbm7mV7/6Fffddx//8z//w9GjR5EkiXh8+WkOb3jDG3A6nXz6059mYmKCDRs28OSTT2bFJ0NDQzlVqR/84AfE43Fe+9rX5rzOZz7zGf77v/8blUrFiRMnuP/++/F6vZSVlXH99dfzP//zP2fc7jxf5tXxeJzW1lYSiQRbtmzJsZWYi5e7fSxJEqlUio6ODrxeL5s2bTrn6S1nUilMSTLHRvw8cWKE5zrdOLPnJWWfW1uqCELuf2lkwdmg04FJq6LQrKXYqqXMpqfKYaA6z0BtgZFyuz4ni/ex59x0eoM88NIw42EBUD6rPJOGGxoLWV9uISXL9LsjfOHJHvrcYUamF4+XUosC1XkG6gqM1OYbUYedrC7PY/uaGgwaFV1TIX64Z5AHDoxm5/0MGqWVN7fteipkTG2r842sLTVjkcNMuDykjHn0eZM8s9+Tzj/N0IVcGDUiG6usFFv0BGMp2sYDvDTgzf5/IhDjHTuq2Nnl5rlOF/v7p3Ped75Jy9Wr8rl6ZQEX1TmQZGgd9XNk2MfRYR/HRvz4o0mOjfi58pt7Fz3Jbq228+btFVy1sgCVqLgi9PT0sKd9hCcmzLRNKu3bvX3ThOOpbJVpZ6eL//xLB9PhhGLPU2Dk63euWdDaA5ST7IQ/xif+dBKAu7eVc/1qxVM1UyV87abSeXOog+lIs9knToPBQGVlJZWVldxlcbLrQcUA3aKBQDTJDd96gUKLlgfuWc/IyAgTExNs3rwZm83G13VmPvD7Fv54fBKHScuHrq7LMc4GcnwR555k9Ho9VZWVvKeykntvTPHQgT5+sneU0UDu92Znl4udXS42Vdl4VXMxvzk4SiCa5MF3bOGZDid/OjaGKzRzwTWbEBpmCVMWw+xKVCaFIxxPZT9nSc4lnRpRQBQhlpQ5PuLn+Iifn704CMCqYjNbq+1sqXGwpcqeM/OW6fSsK7fxi7dsYm+vm/99poe2sQDf3dXHrw8O857La3njlgq0apFQLIlGJS6rZa1WicosYb6RK9L3fe5WJVEjHE8xmCaLA+4Qfc4Q3VMhBj3hBbeNBChTEEuTghOjfk6M+vna0z3U5BmwGjTkGTWkZBTSF0kqhC/tgXo2MKb9UMVklNI8G3lmHVaDBqteaYtLyIRjqVcEkTnfCulTmWdbrdYsQVzMPPsf0bgaQEgmk3LmjT355JN85jOf4eDBg3z4wx/ma1/72gUhX18OhoaGqK6uxu12Z2cJxsbGmJycZOPGjWf0mj6fj9bW1mXH1XV1dSEIAitWrDij5Z0Oenp6iMVihEIhVCoVzc3Niw7knw08Hg+dnZ1cfPHFSz5u9nzg893u7AwgzJCnYqsOrUrAE1Ji1Nyhc291MxsZZTEow/ehOSpNi16NVi0QjacILmEarfj7KeSvLt+YrQBW2PU58zknTpzA4XBQWVnJx/54kifa51fZMlCLApK8sNnuuYBVr2ZbtZVikwpfMELXVIgen4Q0q+2lUQmsKbFgNaiZ8EXn5evW5huzQpF1FdYc+5gMQrEkDxwY4VcvDeNZxOtQIwrcsq6YN22rYHXJjHo1lUqx6+AJHjju48CksiEMGhXvvKSKt1xciUGjIppI8bWne3nw0IzFSjwlo1EJPPDWTawrn38R1D0V4lN/OokkSZycDNFUauHXb9uEVi1yaNDLPfcfRS0KPPX+i+a19275/kv0ucL89E3r2VE339w/lkyx+UvPI8lwUa2d/f3erBjofWtSrLRDWVkZpaWl2Gw2RFHkP/98kkeOKd2ST97QwJu3V+akqoDS5v1LyySv2VCWJboLnbz9EUV1+ot9Q1kC+96NBo6OhTkwJWTJXmaO8HWbyvj8bWtIpiT29Lh5+OgYz3Y4F93v5iaoLAdWvRpRIOc7fzqvW5NvZEt6bGF1gZahk8e47roZpwpZlnmyfYpvPdubbY2X2xV1ePdUiMdaJnjXZTW8blP5ac0zLgeyLOMOxtMiqiDHeifocQbxJNRMBeLn3KNUqxaxGdTY9Bqs6fhMm17JR7caNNj0amzGzH3px6QfmxFyPfXUU1x55ZXnNCb0XOPpp5/m4osvPqUv7flAZoY387OYebbH46GlpYUrrrhi3mtkCiV6vf4VQbJPB+pMRUkURW688UYaGhrYtWtXNoj6H4EQAlkFcDAYzBpNnmnlTpZlxsbG6O7uPq24unM9w7gUYrEYU1NTlJeX09DQcN4+x6UqhRP+KH9pmWJXl5v2iWBOZWm2ajYpyVnfsbkw61SUWXUYiFFkM1BZ6MCmV2HWqTFoVaQkmVBcURCH4oo/WziueK6F4inCMeV3MJbMPiazGuH08xaCDMuqUt62rpj/uWXlsj5/URSzJ3nTKeaoMttKJcCqYhNNJWaq8/RU2HTYTVoGpuO0jgXonAwy4A7nWMIsBIdRw/YaZdBfBrqnguztm55jRizgMKgQZQlvTEIvkqNcBVhfbuWaxgKuWJHPiiXmjlpG/XxnZz/7+z2LmgEXmrXctaWc120uI3+Op990IMyX/nSEpwYSJCRlf7l9QwkfvKouW73rnAzy0Ufaswke6nQSTYlVx7det3ZBQuiNJHjf71qyM3BmnYpvvLYpSxZ+kPYlvGNj6TxCmJLk7PMWUjAD6NQq8k1anME4GpWYE5P43KSG2y5uYHp6mhMnTmRPNheXGXj0uFJJ+9JTPRSYtdzUVJzdp2RZ5hvP9PLzfcM8fdLJV25fjTXdYhVFJXZxb980fzg8ys4uV7aiJAqK0fVrr2zmvRYNXUOT/HzfAE90h7NjCg8dGeOdF5dRXWTnqlWFXLWqkPbeIf5wYIBD09p56tczmdOd/T0yalQ4TBr8kUTOPjv3dVWigFEjEoilsvN/Dx1R1BQOHTzpa83OJdYVGLmpqZhrGwv549Fxvrurj1FvlI//sT17kfC5xzv58Z6Bc0IOP/aIMu8cS0jEkiliSWkBEn32uelv2lrBTc3FWNOkz2bQoNecXWUqc6x+JZ/XZVlelvr4fGHuDG/GPHtsbIz29vasn6hGo1lyHS9YSxrI3UEaGhpoaGj4u63Q+ULmiuNsSWHGzsXtdp92XN25mmFcCpn5wampKcxmMytXrjz1k84CS5HCG793cNGWR+ZelQgWnRp7um2Sb9ZSbNFRatNRbteTb9Jg0qoZ7u+hwG5hRV0VerV4xl82WZYZ9kZ41fcPLfoYrUrxJzRpVRg0KvQaEa1KIJqUmfBH8UaSmLQqZWh8VkTVYvCGE7RPBHiuK8JQMEKfdyxrA3IqpGQYmo4STypVrWhSYtwXJXSKuLtCk5btdQ42Vdqw6pVosxd7PTzV7sypXug1IpV2pWU84Y8xHcl8HwQCCUV12miHtXkyl9Ta8WHihRE/9+8f4W8fuCin/R6Op/j94VHu3z+85PtrLrPw5u2VXL+mEO2c9m5KkvntSwN8d/cAGb/lbdV2PnZ9A2tKlQs7WZb59cFR/vfpXuIpCb1GJJqQSEoy22vs/O+dTTkk0xOKk2fSkpQkPvxQW44o4vO3NlLpUK78jw772Nc/jVoUeOclM6bGGSpg/pQAAQAASURBVEz4oyTSVcgS68JjLLIsY9KqiOlV3LujCr0Knu5U5kDb3RIeLDSvLc852RREXNxVJ/HrXmVbfPSRduwGDRenK5GCINBYYkanFnm+x8O//PwI335dE7GExJ9bJnm8bQrPrKq6Ti3y+s1lvPPSWhxGDa1jfh5rmeDwkJcjQ/EctezWUjUdR19i0GDIKjetOpEb63R8ets22sYDPHxkjMdaJs56lAMgnEgR9s4cczWigFmnIhhP5RDDlCTnkMZCsxZRUCLlpmNkPfhAueDZUm3PziU+8f6L+c2BYX68ZyD7GhqVwIQ/dk7IoS+SZHIJp4DZEFBmbEVBSckR0zGaKlFQLoxlSEgyl9TnoRUhGI4wHYziDCVoUo2i8yew6grJM+SjOUtCCBcOKYRXhoBjKfPs0dFREokEhw8f/ruZZ58P/GNZcS8BlUqF0WjMEZucLinMxNUJgsC2bdtOe77xfM8UplIpTp48ic/no7KyknB4+TNpZ4qlhCYGjbiA7UsuUlJGKJJkwLOwd94MfMCIovTTqjBoRIxp4mZc8HbufbetL8agUVHlMC5orpxBPCUTT6/TUlhTaqbXFeYzj3VhMyrEVq8RCUSTBKNJxv1x2sYDWdPl2RBQxCRNpWbWlFpYUWjENTnByWEnMUMBne44fa4w3kiSYCxFT2zpbWNQwYoCHdeuLWd9hZVBd4QX+zx867m+eSfzTPVKqxKIJqR5bWGtSmBzlZ07N5ZyeUMe3c4Qfzwywn8878YfmxGgPfxiO7duqmYsDPftHuT5bvei85UqQeCGNYW8eXsF6ysW9sXc3z/NF5/ooCdts1KVZ+Aj19ZzzaqC7IHWHYrzH386yfM9CtHKGDQDvP3iSv79mjqSKZmf7R1iS5UNAXjHr47zgatqGfVG2TcrGeRN2yq4fnVRdk4tUyW8fX3JglF5g2kT9EqHYVHvvXA8RW2Bkcn+OMV6ibX6aZ5GIQIpSeYnLw7yndc3zzvZbNgQQ/xbBw8cVaL7/vU3x/n8lQ62rSglLy+PVzeXUJdv4v2/b6HfHeH2Hx3KqU7lGTWsLjFzfNRPMJbiVy+N8Ld2J95IYp4tilGrYmOljQ0VNq5fXUhDoRG3243T6aSlpYVEIoFKpWJkZISGwkI+c0sjn7hhBc92Onn4yNiC0XtnioQkM53+/DJzsSpRmBd7N/u2SlA8LhEEJvxRpsMJnj7p5OlZNjg1+UY0KpHNVWZaR/1pwYfSfp1NDt99WS2v3VR2WuTw4zes4ANX1aHXqNCmvQj16d/Dg/34AiE2bVh3VuRgdrpKRi1rt9uznnsWi+WMXv9CIIWvZFXvbPNsm83GyMgIeXl588yz8/LyFhWcvtLxT0MKBUHAZDLliE1Oh6S53W7a2tooLi4+YzuX86k+zvgPqtVqtm7disvlmhfrdz6wVKXwD+/YSDwpMzw+SXf/EHlFpZhsDsIJiUg8RTiRIhKX0r9nbkdybqeIJCSCsQSZTq/MTOv3dOYOb15bREbY+Ie76zjR0YutsBSdNR9fJElrdz+C3kxS1ClzQq4w477oPJUuKEkjR4aXH+lV5dBTaZJZVajnsrXVrC42Y0qrJN2BCH/Z107LZISxuImOJcjVYoik4MRkjBOTffP+Z9WrWVVsJpJQBCSZ1579viw6NVeszOc160vYUm1neDrCYy2TfHtnH8OzjMLzTRqubyxga6mKlkE3r/rBYdxLFE3sBg2v31zGG7eUUWLVE46n+OmLgwy4I3z+VkU9POAO87Wne9nZpRg/m7Ui772yjru2ludUEvf0uPnUnzpwh+KoRQGDVoU3ksSgUfGF2xq5cY0iFDkyNM3Xn+lVBvbT4wW/OzyWI9xZW2bhI9fWA/CRR9pJpWRe6PWgEgTeeen8KiHA0PR8kclcmHRqvvfGdfQMj9PTfpzr1tfxp9HJ7LKf6XDR4wzRUJibwKLT6fjYq5r588kX8EVTJCT4nxe8fCoawkwEu91OQUEBP79rNW/+VTuukEKSVhSZ+Perarm0IR+1KOAJxfny33p4vHWKyYDywZh1KrbXOthSpXgFrim1zBPgFBcXU1xcnM0bHx0dzbbLzGYzBQUFXFRWyI1rNjAZiPPosXEeOTbG0KwLuaUutJYDGbI2U6BcVIqCMM8eKSXD8KwLLaNGpMyuR0Bg1BshGEvRmk458gwpFzFWvQp/NEU8TZD1GoUcfvbxDn60p/+0yGFdweLpOaAQz7OtFs1WywI56Sq9vb1n7LmXOVa/kqtZmXPkK5m4Atls49ra2qx5tsfjweVy0dXVhcViWVJ4+krFPw0pBOaRwuWYVy8UV3emOF+VwgxhLSkpyc4Pno/4uYWQmZNbSJBUZtPT09OD4J3gjsvWzcu2Ph10dXUhI1BRXUskIRGOpxTymFDI4ULkcu5tg0ZZ176+PiZHR7l669qcLO2K5CgJg4VnhxLs7Z/OqgoNGpFXrS1ifZmFqUCclvEA3c5wNjt5LjQqgbp8Izc2FbK21MLqEjM2g4bOzk5UKhVmu57dPR6ODPk4NOSl1zW7Chha4BUVNJWaueeiSrZU2QhEE9y/+ySHRsKMh4V5JHJ1iZkym55Jf5SOiWA283c2Sqw6blxTxC3NxawuMeMKxvlr2xTfeLYvJ//YoFFx3eoCbllbTJFFy49eGOLjT0wsOV9WYlHzjosruHNzFXqNilgyxS/3D/OTFwezRP7V64p5rtPFgwdHSUoyInB7cz4fuWF1jo1MPCnxzWd7uf+lEUBJ2vCEEgSiSWryDXzn9c05JOtwmgiE40rMYV2BMadlbNGpuWJFPgcHvahFeKJtJj/31euKs+3kDEa9UX7y4iBj6deoWsI6BBRP1aHuLpqamiguLuYNm1V86akepU0aU0jxl29fM+95KlHkkzeu5BOPKoroYFzmvjaBX9y9FTmitJrbW3qZDs18z7qnQjzWOsX22jw0KpF8s46v3dGEMxinfSxAMJ4iGEuhFQVuWlNAgVmLgJw1017I8kav12M0Gtm6dSuJRCJr3XHs2DEkSaKgoIBbGwp52/bNtExEeOToGE+0TZ5SoXy6mP16SxHOcELKScrJM2kotepxBmM402IPfzT3uBtNRzFm2spnQg4XwvkSZhoMhnmee2dSRczM6r3SSWEmBvKVjLnqY7Vanc02PxPz7VcK/mlIYSYSZ26lUJKkRb/IyWSS9vZ2gsFgTlzdmeJck0JZlhkaGmJgYGAeYX257G8y223uNpxt1bN169asYutMIQgCyDImnRrTGYawJJNJWlraCYVCbN68OZuXm5Rkdne5+cmBCG3uwdzloohCHjk2wUNHJ+a9ZqFZS1OphaZSc/b3bBNdOW1h87eTLna1+TjpSuAMLxE/MGu5mZPgqmIT77msBpUosLdvmu/u7J/TkpYpNGvZUGFDrYK2scCi+a+iAPdsr+TubeWU2w0EY0mePunk68/08tLAdLYlqRYFLqnP45bmYi6py+O5LidfeLI7q2hdDNurrbxmlYkydRCvt5cDL41xzG/kD+1B3Gn1cYVdz4ZKGx/4XUt25qs5X+C/Xt3E2qrclkuvM8RHHmmnMy14qCswZqtu1zYW8MXbVs/zpdufbhFHkxKVdj2+SCKHwP7XzSv41J86SEoyq4tnyKQowLsWqBIeH/Hx+8NjWNLLWahS2DUZZH//NOroNGUo8ZGZeeNb15XwjWf7sqMUj7dM8f4raym3z3+dW9eV0D0V5Gd7FSvyMV+M9z/cxa/eupHKykrWNifpk0/y4DGlqiog80TbFJ3jXr792jXUlzh4ocfNgbSd0JpSCx0TAZ5od/Ji3zQfubaO29O5z9/dNcBFdQ4ursvPsbyZbfCv0WgoLS2ltLQUWZbx+Xw4nU6GhoZobW3FarXyjuZC3n/pBvYORXjk2HhOPrNKYEGhUYaSnGlWcOa1Cy26HFN5UFJVZs9YGjUi0QXEIDJKtfymNUUcGfGdE3I4O7nmfOFsqogXQizbhUKo/lEtaf5pSCHMN7DOfKALkcJgMEhLSwsGg2FeXN2Z4lwmmiSTSTo6OvD5fGzcuHGe/+DLWSkEcpYVCARoaWnBYrGwbt26cxJKLooiicSZW9REIhFOnDiBVqtly5YtaDQa3KE4Dx0d57eHcj3aZkOG7P/sBnWa+FlYW6YQwEKzFkkmO2OWlGRaxwIcHvZxZMjH0RH/kmkCGdQVGNGpBXqdYeIpGTl937pyC2PeKB95pD2nGqgSYHOVjbpCE8FYkpf6p3m6Y77FjYgy6J6SlVmy++/ZyIpiEy/0ePj6M33s7HLlzJxtqLDy6uYSblhTiD+a5McvDPKff+5YMAYtA51a4HUby3jT9kqq0oQpKUn86dg433quD3fYq2w/LWwr19HmTvFYixKLWWEWeeMqDa+/aiNm4wxJkmWZ3x8Z4ytP9RBNSlj1ysxmnyuMKMAHr6rj3kuq5p2AfdFElpTkGdUYdSqGvdFsWsebt1eg16hISjIFJi0nJ0PZ/93SXEyxVUckkcoR0GRakZlFVS1ACvf2efjq071sLhL44Zu3Zi84AGwGDTc1FfHo8QkKzYoy+f/2DvNfNy8sAvvQNfX0OcPsTKeAdE4Gef/vW/jhv6xHq1bzX7c2s6JslM8/0YUkC6hF6PPEeeP/HeU967Rsri3g1qY8/tzmoX08kLVG6neH+fRjXTzeOsXt60v48YtD/PjFIa5fXcBHrqmn3GFY8rghCAJ2ux273c6KFSuIxWI5BsB5osgnthYQ3dHA7qEYf26ZYiowM1swW4k9m5+p0tv/dFvPKZlsNKRVr8Ki0zAdjhOeU7Gce3su3ndlLZV5Rh46MsaPXhg4K3I421/y5cLpVBH/nqre5eJCIVsZ8+qFkBHLXIhQL9ZG+EeEyWTKmbPLfKCpVCqHuExOTtLR0UFlZSW1tbXnbNucq+pdOBympaUFjUbD1q1bF/Qf/HtUCmEm6q+qqoqamppztu3OhuROT0/T2tpKcXFxtr3+mh8domeZ5tBqUcCqV8QqPc4QJyeCPHhoVBGkJCVWFZu4elUBR4Z9HB/xL6uNVmGSuagun421hXROBHn42ER2dsqmVyPDPAPrMquWWmOcEocZr6RjX980BwbnJw8ZtSourc8jkkixp8cDsnLi/dA1dfzh6BhPtU/lJInUFRi5ZW0xr2oupsSq42/tTt76y6M5LbmFUGLV8Y4dVdy+viQ7HynJSuXqW8/15aRlCEC+Rc/f+pX7zBqZW6pkLirX8Py0hXc+2M6v3rYJlSjgDSf4r7908GynUg1rKjEz4o0yNB3BbtDwv3euWdAjMJ6UeNevjmcrQs3lVnZ3K3OCKVmmuczCh6+t5wtPKNnQ0WQqvc7K+r370hoePTbBN57t5R2XVPGvl9UAZFvpoXQyxNxKYSKRIOpWqr9xlSmHEGbwhs1lPHp8InuB8PDRcf718upshN5sCILA11/bxOt/ejhrt7O/38snHz3J1+5YgygIvHFLOaVWHR96uJ1IIoVOLRJKSnzjaIK3pgLcmB+ibA082Csw4o2iEuDyhjwODHh5aUCJMlxXbqVl1M/fTrrY3e3hHTsqedtFFbjdbsXqJplc0jhbp9NRXl5OeXk5kiTh9XpxOp34nSOsI8Sll9oYijt4fjjO7t7pbLV2bpXwHKRR4o+m5rWIl4vX/OgAl9Tn8/Yd1Tzxvot49NhEDjn88QsKObxz46nJoSRJ56SAcKY4VRUxcxydmJg4J/m/5wMXAnEFZT2XEpteqJxKPXvjXwjKpLPB3EphZm4hmUyi0+mQJIne3l7Gx8dpamqioKDgnC7/XAhNMvODpaWl1NfXL/pZvVw5y5ltmEql6O3tZWRkZMmovzPFmZLC0dFRuru7WbFiBeXl5dn7M4P6y0FSktPGywurkTsmQ3RMLj4LKKAolRusMuXaCA02gea1a/lDyzSff6J7Hon0pdXCBo3I9hoH6yqsTE972dvnYd+kgDQRBHJbwwVmLTeuKeKmpiJEAT756MkcNbdFr+bzaTIEStv75qYiXr2uhNUlZka9UX62d4g/n5g4JandWm3j7RdXcdmK/KxhtSzLPNvp4pvP9tLvzm0xl9t1jPti9LqjaFQCb9hQyAbtFKMJI589EGU6qpC/3+8+Tp7dxpd2jjEVjKMS4JL6PPb0eJCBNSVmvv365gWVwSlJ5hOPnqQlXdUrt+vZ3e1BAFKyjEWn5ut3NqERBfb0KBW4YCyV9bG7eW0RtQVGPvWnk4TiKYzpSmFKkrOkMCUrM2jv/e0JzDoN972hGb2Y4ujRoxSZFFI8vogVz7pyK6tLzJycCFJm0zHmi/HL/SN8OC12mQu9RsXP3rye2394IJu7+0TbFAVmLZ+4vgFBELhiZQG/fMtG3vPbE7iC8awh9f8dD+LbUMIHry7FI/byeIefUBKe7/HQkKfFpNdwfCzEiVE/1XkGDBqRjskQ339+kN8fHOa1DSLvuH5TdrQmUzRYiiCKokheXh55eXmsWrUqG/2nczrJK3JzU5Ga9qCR50cSdLvmq/HPFzJVYK1aZGWhiW5naF7VO56Ss4kvWpXARXV5vGV7Jf5okkeOjTPuiykZ0ntOTQ5fjvbx6WBuFXFgYID+/v5zqmg+1/hHaR+/ErblmUD9+OOPYzQaaWhooLKyMvuPf5Qkk9mwWCwL5h+nUqnTiqs7U5xN9W624GXVqlWUlJQs+fiXM2dZEAQ6OjqIx+Ns2bJlwUrJ2eJ0SaEkSXR3dzM1NcWGDRuw2+2AEjv2wIGRbNVnLnQqgS3Vdi6pd1Bs0RGKJxlwR+hzhel2hhj1ntqfTCWg5LlW2dlSZWNjpRUNKQ4ePEhSkrh/wMqRF48vmBph0qqocOjRq1UEY0kODEyzK91GnBuZVVdg5JbmYq5rLKSuwEhKlvnxnkG+//zAvNfOeCtet7qQW5qL2V7jQEbmuU4X//WXjgXnD2dDIwrctqGEe7ZX5og6ZFnm+R4P33qul845xLg6z8BkIJbdZjeuKeLN6ywM9Hbzlwkru/uVZVY69HzwkmJe7HHx6J4BZKDYKFBs0WWtZwBuW8QqJppI8uZfHKVtPJidxRxLVykzm+ELtzVS4TDQPRXMthxBIQQC8O7Lahhwhzk+6kcU4Ka1ipJ5wB0mHE+hVYnEUxLldj1dU0oFNRENcaL1BAUFBaxsroc9e3EF4+zt8/DrA6NUOvR84gYlvUgQBN6wuZz/fryTZLo09ttDo7xjRyV248JJQ4VmHf/35o28/qeHslW2B14aodCs5d60j2JTmYUH376Zf33wOL3OMBqV0qJ9+NgEXVMhBj0RQknQqxWRVY8njlaMc0kJnPAI2RnRQpNGEZVEJH7YInE00MUnb1jBiiLls55LEGEmfm+hk9/s6D9JkvB4PNQ7nVyU76TbleIlj56DE0nCiZkdNUPgziUyrxdPSrSOB9CoBIosWgQEgrHkPGVzPCXzfDp1CRS1fVOphaHpyLLI4d+jfbxciKKI2WxGr9dzySWXnDNF87nGhdI+Xmo9L1RCCKC+4447MJvNlJWVUVxczDXXXMPrXve6f1gD64Xyj/1+fzaCbP369edth1SpVIsqdZdCMpnk5MmTBAKBZQteMiRq9tD4+UA4HCaVSiHLcnZW73zgdEhhIpHIIfgGg4FwPMWDh8b4v31DC7aZVhaZuKpcYGWhAZ/KzpFhH786MMqYb3kkcF25lS1VNrZU29lQYc1m8gL4/X4OnjiBTqfDqtNxfNS36MkvFE/NI1ezl7Oh0sYta4u5elVBTiZs65ifDz3UtqAnok4t8tHr6rljQyl6jYpxX5SvPd3Dw0fH550U5yLfpOGtF1Vy56Yy7Ibcz3Z//zTffLY3W53LoNqhJxSXsoSjuczCx65vwJ5w87sDPfxpSEMgFkQlCLz14kpetbaITz/WSeuY8r4vq7dxcjzAicmZ93LzChM3NZjn7c9JSeLOHx+mPx1vpk/n9MrMRKfds72CaxuVyvXzWYKtEPBQPMUNa4poKDRx365+AHbU5WXbupkqYbFVy/B0lFKrngF3BK1KoOXYUWpqqqmtrQVmMoJHvVF2drmoyTdkSSHAq9YW8bWne5gKxrOzhZ99vItvvm7tott/ZZGJb79uLf/225bsfd94to98k5bttQ6Oj/i5qamIX79tEx/8fSsvDXgRAZ1GpGUsQL5JQ32BMZsWVGTRMhWI8+IEbCrVkojHaXHLOEMJpaJdbKTXHeWlAS93/vgQb9hSxvuurOV7u/uJJyXee0UNBSZtTgTfXHK4UBUxY+67evVqNodCXON0Mj7pZE/vNAdcKto8M5GOKkEhsaFzrGYGJTllahnG8VurbbSMBXCHEjm2VyqBLDn8we5+3nNFLjmce2w/38ff08Xs9VvOLGKGJL6cVcQLqX38DzlTeO+99xKPxxkcHKSzs5PnnnuOr33ta1x77bV8/vOfP++JGC8nzGYzLpcreztD0Lq7u2loaKCiouK87vhLCVsWQ2Z+MCOQWG5+8exlnS+Sm2llq1Qq6urqzuuV5XJJYSgU4sSJE5jNZpqbm5EQ+fXBUX70wmC2DZd9TQG2VNmpLTAw5Y/xYNs0/ngQWDyTGBRz5xkSaGNduTVHmDAbmfnU2tpaRYk86cWsU2UNe7UqAZNWhS+aXJAoKjF3Zt62o4orV+RnZ/dAqX7s7nbxwz2Di1b6CkxaHnjbRirsBp7vcfPjPYPzousWwrpyK2+7uJJrGgtQz9lXjwx5+fbOPg7OmWestOvRqMXsHGSJVcf/u6aOm9YU8vzhNr74kpuT0wKQYnWJmc/dsorOqRB3//wokUQKq16xivlLWoQCioDn3y8tZntBitaW4wBYHfk48vIpLy7gngdasoTwxjUFPNmufL8zBK25zMKHZrVon+mc+f5nIg7/9bJqZFnOLvfWdTNV+IzIJKNwzjcr3z+9KNHY2EhZWVn2saU2PX2uMDaD8tgBdwR/NIFVr3wvTDo1r15XzG8PjWXb7k93OAnFkjmfawYD7jCfePQkH72uno9dV89Xn+7N/u8//9wBKJXQLVU2Ci06fnT3ej7zl07+dGKCaELCbtDgTlv3XFLn4MW+aaYCcUqsOlzBOEfGY+QZ1VxWmmTvhNIeb58MY1JDQ4GGNleC3xwc5bGWSQLRJDLwWMsU915SxVsuqsSgEbLHUICnTzp5odfDOy+tpjrftGgV0WRS5i5ramrYulnxduscmuDxNhcvjqeYighZQrhU9TDjDBBJpM56LlGrFqhyGCi3G4jEU3z1zrVE076ehwe9HB320jkZzFnOZEAhh19+qoubmor54m1r5pHALzzRRSIl8e7LailboMr9cmMxwrXULGJfX9/LWkW8UCqFyWTynIgoX2lQf+9738tGt/h8PsbHx9m5cye//vWvaWxsZGhoiIqKir/3ep4TWCwWBgcVy5FMXF0ikaC6ujqndX6+kPkyzhW2LAaXy0V7eztlZWXU1dWd1tXTbAHIuf6CzbbCWbVqFYODg+f9ymg5pNDlctHW1kZlZSUVVdU82jLFfbsH5hlc69UieSZFfXxg0MuBBTz85j5+fYWVzVU2tlQpJFB3ioFzWZYZGBhgaGiIpqYm8vLz+dGz7fzskI/ZIS+Z9JTZMGpEKk0StfkGqksLaSgy86q1xYAi5Dg06OWxlkmebJ/KSYzJVMYycBgVUcYjR8f53eGxU8aUCcCrm4u556LKnEi5vb0eepwhNlfZ+fbOvnmJFqVWLSU2A0eHFZJo0Ijce0k1b724EqQUX37kJR7qjBGXlKrl+66o4TUbS/n8X7t5sl3xCNxaZUMUhRxCaDOo+f4b17Gx0pZdF6d7mg//sZNAxI0od9DhU07A161y0JsWxoiC4nFn1StzhBkD7GAsyYkRhRDb9Gp80STXNRaystjM0WEfw9MRDBoVV6+amSVuHcsl0EJcqWbmW/Q5hBAUX84+V5hANEm5Xc+oN0rbWICafCOheIqGQhNv2FyuqN2DMQQUwvOVv/XwuVc3zvs8fr5vmBOjfj72x3YefucWepxhHjk2rmwLZoYJ9vR6uGNDKVqVyBdva6Tcruf7zw/gjSQotmiZDMR5sW+aK1fkc3jIy4Q/hkmrIl8rMhlMsCesZHgPT0c5MuwjlIQ2V4IGGwRiMpPp/UavFokkUnx3Vz+/OzzKB66q47Z1JahEAUmS+N7zA/Q4wzx6fIJXryvhXZdUUVNg4rYfHmDCF0OtElCLAmqVgEpUcqFnbguoBTNleRKWSBxPKIEvJiHJMwRLAPRqgUhyRsEcTBN7jQhFVj3uYIxo8vSPRfGkTI8znBVXXfmNF5b93GhC4vGWCb50+5qcC35nIMZvD42QSMk8fHSMOzaU8a7LaqhwnJ0919lgueeDv2cV8R9hpvBCFu+qITe6ZdWqVVx66aX8+7//O/fffz96/d//6uZcwWQyEQqF6Ojo4PDhwzQ2NmKz2V6295hps5yOYXZjYyPFxcWnvazZlcJziVQqRUdHB16vN2uFMzw8fN5FLRmT7IUwm6SuWLmKA1Pw9vsOLJp2Ek1KS7aFtSqBugIjlQ4DxRYtVr2acEKi3KZna7X9lOuaiRv0+/1s3ryZ6YSKS7++NyfLdSmEExKdXuj0RqB3iOsaC2koNPFYyySPt07mzMSBEiG3o87BnllkzahRUWrV8bZfHjul1YcAbKi08umbV7GqWMkIl2WZvX3TfG93P8dG/AuaB+ebNKwts7C/38u434eAMvf371fXUWTRcWLQxSf+2MqAX3nmtmo7/33LKlzBOK/7ySHGfTHUotJC/vPxcaaCM59XY7GZ79/VTIl15ruZSMl85ukRDo9nLGaUg25TgQo56KHbqdzOVJY+deOKnBPwH46MZd9DhiD/6+XKbN5f0jm6168uzLb+k5KUrcBmHp+MKKQwzzz/mJGpBI15o6wtszDqjfKbg6M82+niyhX5fP+udawqNrOxwsrRET9VDgND0xH+dHyCW5qL2FzlyInP+9h19ezvn2Z4OsJn/9rFV25fzYA7lE3SybyXJ1onuWOD4lEqCALvu7KWcruezzzWyWQgTqlVx7g/xq5uNxsrrUQTyvsKxVM05Gvpccf504lJKh0GPnRNHT/aM0gonqLHpxDBa+uN7B0MEU4LNHQqgalAnP/8cwcPvDTMR69tYEd9Hp+7pZHvPz/AC70eHj0+wV9OTPCqtcVMh+IEFpnhXRq5J9V8HXzhUh3HXRIdEQvP93iyFjcJiaza3aARKbbqmQrEstXgs0HG5FqvUaFRKSf7eFIiFEtmK4cpSeb7u/tp0qYoTpPCQouOn9+zift29bG/f5rfHR7l4aNj1BcYWVdh44NX1+eMgLwcOBOtwEJVxIwV0fmoIl4olcLF1nP2aMWFiGy5avabUKvVOBwOPvjBD16wbHchmM1mYrEYV199NXfffTd33XUXbW1tL5sgA04tNjmT+cGFMFsVfK4QjUY5ceIEKpUqxwrn5RC1CIKwIPHMVHw9Hg9Thio+8kvF1+5sEE/JCyqKr2ss4NZ1SxP0WCzGiRMnEEWR9Rs30TIR4emTY8sihGoRTGrIN+spsOjRa0S8kQTHR3285kcHZz1uxu9tdYmZW9cV87VZrUWAcCJF+ynEI3q1wGs2lHFxrYP//EsHj7VMsrLIlEMGM5h9iLPoVFxSn8+hQS+7uxUiurXazsevb2BNqYVYMsVXnmjngUOTSLLy+I9e18Bt64v54Z4hfrRHEcJUOgz8y5Yyvv5sL7M/slc3F/PZW1ahn9WSj6ck/t9Dbezudue0FFeXmHnLxZV87I8n572/Ix39bMpLUlBQgE6n4/59iiF0ZpZwR52D1SUW4ikpm2ry6lmfb68zTCwpYdKqmPAphKO2ugKGhrEZ5p/4ymxpUuiL0Vxm5al2J8E0GTow6CWRktCoRN6wpZyjI36iCWWfSEgyb/3lcb58++qc1rVJp+Z/71jD3T8/wlPtThoKTXzvjet47U8O5gie9vZNMzIdpsIxI47bWGljbZmFkxMBxv0xisxa/LEkR4f9lJjVbC2UOegU6HHHqc03EIylGJ6O8K3n+njHjipGvFGeaJsimpR5pjdEU6mZunwDj7U6iaVkVIJinN05GeLeXx9nR62dj9+wgh/fvZ7d3S5+fWCUF3o9/LllEgG4ckUer91YRolVRzIlIaGo+iVZ2ZdTkkxKVoh4SpJJpNL3pf+e8EdYla/FnHLSZPXSaJriNeVmOkIGXhiJc3xsZl+PJCQG0iMFNr2aIouOcX90yRx2lQCri02kEOh1hnIiIDMm1/FUEoNGZEu1nddvruCSegdPd7j4we5+BtxhvrOzD6Ma7lyn5X15xdiNGrbWOLj/rZs5NDjNfbv62dfnoXMqROdUiIePjnHb+lL+3zX1FFtfnsLEuRCQzhURnesq4oUicr1QyOvpIksKF/rg/pEIoSRJPPPMM+zZs4cvfOELvPvd7wYUkpZMnslV7JlhKauYcDjMibQg4VwYZp9Lspbx+issLGTlypU5X9qXwyh7oWVkCFiLS+KJUT0dk8NntQy9WsCgBofZgFmrwqxXY9apsOjUmHVqGkuWVlUHAgEOHDnOYNxEZ0jPnl1HCMxq2QooStvVxUbqbaBPhhATYQqsBsxqEKUEDU3r2TsU4bGWiRzlrUYl0Fxmod8dYTqcQBTgnZdUs7bUzL8/3H5aqs0Sq5b3XF7DnRtKuf+lEf79oVYkGXZ1uTgwMD1POJKBQSNyw+pC2ieC2bZvpcPAR6+r55pVBQiCwKFBL//xaBvDPmWY//rVhfzHjSuIJSXecv+xLNG8bV0xNoOGr8wiswLwsesbuGd77mxvIiXxkYfb2NnlyknIqLDr+fTNK3nbL4/NW9cyq5aaQjN/PTZEItpBQNYxFVQ+i4y4pm0sQDwl8Xy3G18kSZFFy/YaR/Y1MvOExQaJvrjyGWTGPjJzgznLzJLCKHdsUMjdoCdCnlGDJ5zg+IifLdV2rl9dyJee6mYqqBCyjIXPD58f4Oa1RTkznM3lVv718hru29XP93YPsKrYzE/u3sBrf3IoWwWTgbf98jh/eOdmokmJEque5zpdHBvx4zBqsBmUyp7NoMakFpgIJvHFVLxjRzl/ODJOvzuCRadiS7WNQ4M+fvLiEE2lFr792jV84akepgJx2saDdE6GeNO2ctrGgxwZ9gECRo1ANCGzt9/LbT88yJU1RgJJkbFAgvdcVs3JiSC7ut3s6vawu9vDzWuLeNel1VTnGRRPP9WMSGUpy5sMBgaURI6mpiZcLhfFTidN+hCucmgPGXlxNJnd90Cxd8pYPBVZtNgMavqc4XkziCkZWieUi0C1COsqrJg0KrqmQrhn2VdFEhJ7ejzs6fEgCFBfYOKW5mLyjBp+c3CUHmeIB464eLj1Bd60rZLrVhfy3Z29fPKmVfziLZs4NDjNF/7aSftEEEmGPx4b50/Hx3lVcwkfuqbhvM8dnmvCdT6qiBcK2fqHbh//o8Pr9XLPPfdw8OBBysrKsoQQXj6T51Mt72zmBxfDuSJri3n9nevlLIW5y/D7/Tz0/HEeH1bR5VEO+osNpWvVAhU2PfWFJhoKjEwF4+zscuNJGwlb9SpuWF1IrSmJPxQhr6g0m62c+e0Mxhg6GeHR45Oz8pRTRBISFr2aO9bY+FvbOJ0+gaQUABRC4TCqubzewdUrC7ikIR+jLvegGAwGOXj4KEcnk7w0KdO+51jOCWtbtZ0b1hTS4wzx20NK+7PSYeA/b1zBMx1O3v+HtmVvw0q7nqtWFWA3ahh0R7j1hwezohCNSsgqVBdCbb6BCoeBR08oM38C8LaLK/nA1XVoVSKBaJJvPNvL7w4rJs75RjWfuaWRaxsLeaxlks/9tZNgLIVZp+JTNzTw+yPjHBuZmR806VR8+7Vr2VGfa0qdSEl89JF2nulwoRIhld4F8k0afvqm9bz1l8eIJiW2VdvodoayYqIxf5yv7smISlQY1Knsemc276sabYiyxF/S7+lVa4tz2rfHhhRSXmTW0OeLU+kwZEm+Tb9QpVBpBY75oqwptSCgJG5cs6qAZztd7OvzsKXajl6j4vb1pdy/f5g8kzZLCgc8Ef7aOpVTLQR496VV/Or/4+68w6Sqzy/+udN3Z3vvvbCwLMuyS282QLEX7L1EY4wtMZrEGNM0Ro0l9i4W7KgoKoKAdNhle++99+nl/v64M3dn2EWFIP7M+zw8wM7s3Dt37tzvued9zzl72xk22bjz/XLeu76Apy7M5loPo+6OETNnPLMPpwhvXJXHZXPjeKewk7YhE5fPi2N/8zDVPeOoBEgP86Gu38RLu9q4dG4spe2jlHWOcaBlhKVpIRS3j1LRNcZd66u586QUescsvLy7DbtTZK3Laue3J6fw+t4OelyJJW5hz9bmiXPomW9bSArW8JuTkihqG2NL7QCflffyeXkv2TH+9IxZuGlJEmfPikKtlLokU1newARIdAs5NBoNMTExfNVip2JYib9aRK+zsCrexkiog3azlvIBB6OWiS9T75hVVh4H6FSHnbG1O5FnTwUBsmMCiAzQ0Dpgor7PIJ8/ogj1fQZZtR7koyI9SIHRqaJj1MrzO5p5cafEin/75G5uWJLEL5cl89FN8ylqHeLvG2sp7xzDKcKnpd1sKOvm1BmR3HFy2qT87WNVPzYLdyxYxB86c/9TliiKP4v9PJpS/eIXv8BisTAyMkJlZSWPPvooq1ev/tlQuN9XZWVlnHvuuWRkZPDcc89x8803eynEfmpQ6ClIONr5wR+6rSMtp9NJbW0tfX19Xl5/h9bxBoVbS5u4e2MrBruAp6G0e4FUKwX8tCp0KgVKhYDDKTJgsNIyaGJT9eTXHjU7eM8r17j+iPZt0Gjj3ztMuGegEoJ1nJARytKUIHJi/dGoVZPukB1OkW1Vnby1s46D/SBpTaTfTwpUkRfmJDfYjtLXzvO7W2gZlhazEzJCJbHGO2XYjtDUrW3YzOt726d8zPY98s3mAZOXKbV7yF+jVLC5po+/fl4rL7iLkgPR6zQUJAZx9/pKPnGBrrz4QG5ZnsTt71cybJqYH0wJ8+Xpi3ImxcfZnU7u+qiSr6r6vAChn1bJe9fn85sPKuketZAc6su1ixK58a1SQDK5DvZVY7Y7MVgc1PSMe4kTQGKD8gPG+PzrrWypke72V2QEydseHh5mf4PEhsaEh0BHNwnBPnISzJRMoYvl6Rm1oFMrSQn3paHPSLSLQdzZOMQtJ0jPXZMXw2t72ihqHSExxEe273lmCrZQqVDw6pWzOOfZA9iccPZz+yWrmXA9db0TIw7uGdpr3yjmjavz+O0pqfz63XLeLezkr0v8eN0uUD4gUtdvoiAxkP0tI7y5r4Pl6aFckh/LWwc62F4/yLRIPekRegpbR/jHl/UsSgnm7Wvy+OMn1dT1GWkbMvPw142cNzuaYF81r+5pm9LwXACah6w8vLmZ9GAFty0IpbjPwdb6YZmNvv/zWp7c2sQvliRxfl40OpUgz2RNZZx9qDn0nsZBvqntP2TLStzXBYUgohIEbE7vEYhDAeFUM7Pum8zyzlHKXXHl0yL9SA3XM2iwcrBt2EvUMmyyM2wCkIzXNSpJGY3rtZ/7tpl3DnTw0LnTWZYRzge/mMfB1mH+8UUtpR2jiCJ8Xt7DxvIeTskK5zenpJMYemz9co8nC3e0LOL3JYX8fyj3uvpzYDSPtFQvvPACADqdDl9fX4aHh3/aPTqGZTKZWLFiBTfeeCP33nsvhYWFU5pXW60/PN3ivy3Plq7dbqeyspLx8XHmzJmDn5/fMd/W0YI1q9VKWVkZTqeTgoKC7xTjHI/0FM/UlP6uDhcgnLpsDvF784YFwFejQK9R4auRIuyU2FE47USGBuGjUeKrVuKjUeCrVqJTKxg02mjoM1LdMz7J62x6pC+nZEVwQkYoicFaefFSq9XyhUMURaq6x9lQ1sOGsi76DRMLU1SAltOzIzl9ZiQZkX7YHU6e29bAczvasTtBqxDRqwW+qZ3w2VMJcDihpUKQ1MdRATp81Ao0KgUKQWDUbKOya9wrR3mqyk8IJDZIx+aafsYtDq8FM0Cn4pblyUyL8uPWd8vYVC0tyhE+MCshhK9rpASSfc1DDJvsKAS4aWkScUE6L3YL4KTMMB48O2uSJYvd6eTuj6r4srIPBROAX6tS8MH1+TyzvZmithH8tSoeOHsat71XgQiclRPFA2dnya/z5w3VVPdMnq1cMyeWVcszeGN3Mw6xCZ0S9hYWM97ug6+vLz39g3Qa3cBMOtcSQ3xkH8gg38lMYbifVp737B2T5gob+oyyXKK8c5QRk41AHzXJYb7MSwpib/MwOXEBMihsGTTxWVkvZ83yZgszIvy5ZXkyT7hYqUP98zyre9TCtWuLef3K2TL4+6DKwKvXLuChzc28W9jJ/pYRFqYEc6BlmK11A6SE+fKn0zJ4bEsj1T0G/DRKzp8dzYayHnY2SiMF963OpH/cwr821WN3wvsHuwj2UfHAmVl8XtnLFg+7H0/WXgDqhpw8tnuA7GCRG6YrKB7WsK9TYhkHjTYe+LKOp7c1cd2iBC7Kj0WvVclz7qIoyiyixSL9jvv7dVFBHHMSg+gft9I/bqFv3Cr/e8RkxykKWH/AvZP7KW4fR/DuOrhvLqt7xuXzyUetIClUh1aloGvE4gU0HSIyIPSsYZONG94sITcugCcuzGF2QhDv3TCX0vYR/r6xhuL2UUTgq6o+vqrq46TMMH6zIp2UsGMTCPBTKnt/KItosViO+Vp4rOt/GhR++umn7N+/n7feeovVq1dz4YUXAv8bUXc+Pj6UlpbKkWv+/v5Tmlf/FEyhwWCgrKwMnU53TOYHD7etowFro6OjlJWVERQUxLRp0773xD8eQhM3c9Db28upi+fwbE0ZAToViSE+RPhrpwRxtT0Gvqjqk5XG/lollxbEcklBLEE+qkmti87OTnp6epg9ezoAFruTvU1DbKkdYGvdgNcirFIIZIUIzI5QcvHSbOJCJUGQw+HA4XDILS6FQkH7kIkN5T1sKOvxyjL21ypYNSOKM2ZGkpcQKHvXtQ2ZuGd9lWtuS1pgLU4Bi0Wy3gjUQL95akAY5qcmOyYAlUJg0GBjwGClddD2g9Wfi1OCWJIexroDnRxolbbvZlEE4II5Mfx6eRJv7u/k8lcPyo8viVPTblaxqWZQ/tmwyU5MoI5/nj2Nj0t7eGpbs9e2VmSF8ej52fL7dpfDKXLP+mo+r+iVACHI+c1vX5PHtw2DvFfUhQD869wsXt7VRveohYQQH/546oRZdGO/gfeKuia9R4Ugtb4BNlZJINvsgMzsWQTZeunq6qLHpMTuBD+1QEvvMCABsREXwzmV0ESpEIgK0NI+bKZzRFIgry/ppnnQSHKoL00DRvY1D3NKlnQ9uig/lr3Nw+xuHCI2UEeHS8zyzLfNrJ4ZMckf8salSbx3sJMu1/m8Ji8au1Nkb/MQiSG+7Gockp/bMmjiqtcPsibZzoEW2NvtoLrXxH2nZRAXpOPRzY3sahyiIDGQlkEpseexLY3cvSKNdwo7KekY5f2DXZyZE0l9n5HKrjHu/KACrUqBwwkzY/0p6xhjyGTnNx9VckJGKP+5KJsHv6ynfciMU5S+I2ql4MUilg8JVAyJLEtScNssFVvbrRQPSO9zxGznkc2NPLejhasXJHDp3FgCdGrGLHYe3tSAwmbCMj5EZlIcnRU9BPmqifRTkxkRSbCvGq1a6fWdttgcDBhsHmDRQueQgYbuYap7DPQYHFid3ufe3MRgmgdNshVRTmwAnSMm+scnA3BJ0GKa9PMfUsXtoyx9ZAdr8qK57/QscuICeef6uZR2jPDAxlr5u7+5pp/NNf0sSw/ltyvSSY/478DST53N7K7vYhEHBwcZGRnBYDD85Okqhyv3Nf67cNLPdaZQEF23Y/fffz+ff/45//73v1m4cOH/TPvYszo6OoiLi6Ovr0+mpzs6OuT26PGosrIyVCoVvb29xMXFkZKS8qOdPEVFRURHRxMdHf2Df6e7u5uamhqSkpJISEj4QftWW1uLIAikp6d/73OPpkwmEyUlJRiNRhYvXvydBt6iKLKlZoCnvm2RW2v+OhVXzYvjkoIY2YR4quru7qa2uZ1h3zi+qR1gZ+OQ14Lmr1WyOC2EhfF6/MZbiQ4LlkGzOwbM/b0Zt8Gm6n42lPXIF3iQQN3MEFgzP4VVOfFeMVmiKPL2gQ4e+qreS/0Ikgm1iHhYdui/rYRgHdcvTuTz8l52N0ngwpPtyYsP5Per0vHTqvjNB+WUd0k3VxoFLE3UsbXFgt0peimjT5sRwR0nJfPLdeXU9noz9MG+al64dJbsh+guh1PkD59U8UlpDwokMOo+Eq9ekQvAtWtLcIgid56cSoBOxX0balApBN68Oo+ZsQHya127tlh+L54VG6RjepQ/F86J4bo3JUPsQB8VL54eTn9vD7m5uWysG+Mvn9cxO1pH65CZATMEagQCfVS0jth46bJZLEiZmH/sG7PQOmTioa/qKesc45/nZJEY4stFLxUS7Kvm1BnhvLW/kwvnxHDf6kxAmpc86fHd9I9buXpBHK/snmjt/+OsaZw9S/re9oxaqOoeI8xPQ1ywjkUP70QUpc9n7++WoNeoMFjsXPHawUkm5qnBKmbGh7K+tIfsGH/WXTsHhSDwWVk3d6+vwiFKCm6lQqC8cwyFALeekMKQ0cqre6T9mRHtR25cIOsOdOJwsXc5sQH8cmkiv/mwUlb16tQK7ludSWOfgRd3tsqfW0KIDx1DpkniDrVS4LxZEeRHKnm/pJe9nTZEDxsaH7WCK+bFsyw9hEteOTjpczy0dCoFgT4qAn3UBPmqCfJRE+jxRxLdqOXnBGiVNHX28VlZJ1saDQx5OD25ZyRBimdckx/LNzX9fFnZS+/YxBPde/vfGJDoVAL3nZ7FubMnfC/LO0d54IsaDhxiEL8oNYS7VqQzLeroXClKS0vR6/Wkpk6duf3/ofbu3UtgoORN2t/fj8Fg+MnSVQ5XY2Nj7N27l5NPPnnSY+7xB51O95Pv59GUymKxoNVqOe+881i3bh3vvPMOCxcuPGqfnaeeeop//etfdHd3M2vWLJ588knmzp172Oe/99573HvvvZLHXHo6//znPznttNPkx0VR5L777uOFF15geHiYRYsW8cwzzxwVAHHbu4yPj8ugUKVSHTemUBRFjEYjRqORGTNmEBER8aNu70hYUFEUaWhooLOzk+zsbPkO7ofUj8kUulXPYWFhGI3G74wV2l4/yFPbWqhytXf8tEounxvLZXPjCNAdHgx2jpj5pnaAL8u7KO40IlIrPxbpr+GEjDBOyAilIDGQ4cEBKisrSUxMJDExUZ5zstvtmGwOdjSOsLGqn50NQzI4EoC5iYHMDLCQGwYLC2ZP2Y4/7/n9k2xwBEEaaO83HPmIw8KkADpGrLQMTY6+c1eEv4aUMF8ZXDnFCWbQKUK4n4bfnJLKqunhrN3bwRPfNMqANVAjEu6n5esm6fXdgNBXo+TeUzNICfPhrGcPTIrSmxbpx/OXziLMbwLc251OFILAvZ9Wy4BQ6WHG/bczMokJ1LHmxUIcosjpMyNZlhbCmhcLAbj1xBQvQLirYVAGhH5apZcdyajZzqbqPsI9tl8QqWR4cICCggJ8fX2p6JIYxvyUCEp3tQIQG6SVWeeGqjICzeGEhYURGhrKusJOntneTFKoNBfZOWxmZVYEKoXAkNHGtEjp2uPJ5qmVCs7Ljea5HS1UdRsI02vkz/mZ7S2cPjMSlULBO4UdPPttCxfkRXP/6dP4x1nTuGd9NU4Rzn5mH5tuXYheq+KZi3O46KVCLx/LhiE7AX4m9Bol5Z1jfFraw1mzouges+Jwsa9V3ePEBWlZmRXOl1V9/HtLI6uzI3js/Bnc91kNFV3jtA6a+fUJyawr7KBrxEJpxygfFXfzzW0L+OvGOj4p7cFsc3LP+iqyY/x5+qKZ3PFBBSabk9ZBE1qVQGqIr3xzoBCkMY91RT18qlFy9YJ4bl8VzAvbG9lcP4KIxMQ9t6OFl3a2kBIAOYnhiIKSEZONYZONEZOdEZPE3jpEyX/UPGal5wfE2HmWVqUg0EdDrE7AZLUzYnZ43Qx+UdnLnqYh3r9hLr9flcHB9hG+rOjhy8per2OtVEhfVk/wq1EKJIb64qtRMmSw0TVqnjS/a7aL3LO+kj99WsW5udGcOSuG3LgA3rymgMquUR78oo69zdJ5s7NhkLOe2cv85GDuWpHOjJgAjqR+DmSPKIoEBgbKZMaP7Yt4NPVdaSY/Z49CAJUbHPn6+jIyMsLAgNROOZo39s4773DHHXfw7LPPMm/ePB577DFWrlxJTU3NlABo165dXHzxxTzwwAOcfvrpvPXWW5x99tkUFRWRnS3lgT700EM88cQTvPbaayQnJ3PvvfeycuVKKisrj9h02tfXF0EQGBsbk0HP8Wof2+12KioqMJvNREVF/eiAEH74TKHNZpP3LT8/H1/fIxtuVigU2GzHnsHyVD1HRkbS1dU16bwURZGdjUM8ta2FcldOra9GyaUFMVw5L27KNp8oSv5q39QOsKW2fxIQA2mheO7ibPLiAxEEwcsgOysrS/78rHYHuxsG+KJqgC11g15muVlRfpw+M5Llyf501FfI0XuHA7aZkX6T9uXQr6EAhOjVJIT4EBOoI8hXTaBO7WJHJMuRirY+PqscZFfz98fZeSoy3a8vIrE4V86P5xeLE2kdMnHxy0VUdk2wUMEaEaNDoH7QKiep2J0iM2P8eejc6eyoH+TCl4ombW91dgR/PzPLiyH9srKXJ79pQqtWUNU9jgJJjez2djwxI4yVMyK49OUihk02smP8+cOqNK56vQSz3cnClGC5HQwS2/i3jRPA3urRZ58W6SfPhH1bPzEDNydcoKBgIkbSbUcTE6STF/nM6CDqB3oBkexpaSjt49TW1mKxWDAM+7qOn/TkzhELGpWCzEg/KrrGJDsbhUDbkIn2IZNsqn1+XgzP72hhT9MQv/aYGWwbMvFpaQ/n5EaT5BIbuFuVZ+VE81FxN/uah+kYsfDQV3XctSKdCH8t/1gVz03v12HxaIsebBuV84//vaWBk7PCmB0XICtwVQqB9mELo+ZBrpgXx1v7O/isvJfGfiNPX5TDvzbVU9w+yr+3NHLhnGgOtIzQ0G/ky6o+6vrGeeicGVw5P55friujZ9RCeecYv3q3jMvnxvFpWQ8DBhsWu0htr4GoAC16jVJWuisVAgarg/9sa+btAx3cuCSJW07O4KVdrWwok3wu7SI0jkJLeR+r0v24dXEiGXHhXorkcYvDBRDtDJusDBttMngcNdtdAFKypxnxAJR2p4jF7vzePORhk5W66gqIj2RGRDhzEjK5e2UGJR0jfFnRy5eVvXSOTNx8KRWgVigw251yx0KtFFiYEkJBYjAOh5NN1b0y4w4SSH6nsJN3CjvRKQWWZoSxckYkT16UQ+ewmX9+WSvf6OxpGuLc5/ZRkBjEXSvSyYkL/M79d9fPIVf4UDHMVLOI/f39P2lG8/cJdn7WljTDw8O0t7fz9NNP093dTWKi5PB/NCfOo48+yvXXX8/VV18NwLPPPstnn33Gyy+/zN133z3p+Y8//jirVq3it7/9LQB//etf2bRpE//5z3949tlnEUWRxx57jD/+8Y+cddZZALz++utERkayfv16LrrooiPaP4VCIaeauOt4+BS65wd9fHyIioo6bifLDwG87qxgvV5Pfn7+UUnsj7X62J1H3dvbK6ue3a/v/lsURfY0D/PUtoksXx+1govzY7lqfhzBhwgBbA4nRW0jfFM7wDe1A16JJgKg8mCllqeHctcpKbIthNPppLq6mqGhIfLy8vDz86Oic4wN5T1srOhjwEPUEhukkwUjqeF6BgYGKC0tJi4ujrS0tMN+9garnYRgn0mslvy6gRoun5fAObnR+E/BerqZ0qe3NR3WZ/DQ8mwPu/3/RPf7X5FGVICWp7c388quNrltCOCjhCGr9D60KgGLXWr6Xb84kV8sSeTuj6rYVD05P/q3p6Ry1fx4r2PwWXkPd39U6cWuhPpp6BuXFmlfjZJ7VqWx5oVCmgaMhOo1PLEmm6e2tVDTM06Ir5oHzsrymkv8sLiLZpdwY0a0HxUeC68bEKoUAm0uA+hArcDFJxegUUvH1WxzUO9ayPWaiQt/VKAWq0sCfcmbtWy+dQEZGRkYjUba9zUDZgwGSYVe3znA0NCQa/tj1PUayIkNoKhthF2NQ6yZI51bsUE6lqaHsq1ugBGTDX+dSra9efbbFs7IiSTZBQrdGc8Ar1yeS8GD2zHanLy6p50zZ0bi7xxjrL2Wv5+axO8+b/U6pg39Rnw1SnrHrLy8s5VbTkhh7VV53PBmCT1jFtQKgVGzg7cPdHDD4gTePtBJVfc4v1pXyqPnz2BHwxAv7WrlncIuMiL08o1AY7+Ji14q5JblyWy6ZT5Pb2/m+R0tOJzw6p52Iv01hPlp6B+XFLluZi0ryo9hk02ej1QrBQYMNv7+RR3xwTpuXprEkhADH9ea2NXlwClK5+dnteNsrK1gQRRcmBPMjMRIQkND8ddp8NepiJuwmQTwEqu4/3avbYIgYLQ6PYCjBCKHjRMMZN+4hcquMfRqBYmRwXR0dFBZWYmfnx/h4eEkhYdz14o0frcyndKOUZ77fB+VY1q6Rq04XNcqpQJ0KskwfVvdgGzAPichiN+cnIa/j4o39rRR1zexLpkdoiw2EQSYHu3PqdMjuXRuHG/tb5cZ5/0tw1zwwn5mxwdy14p08hKC+K76OUTIfRdw9ZxFzMzM/MlYxJ+Ll+LRlOqKK66gs7OTkpISFi5cyK9+9SvgyEGh1WqlsLCQe+65R/6ZQqHg5JNPZvfu3VP+zu7du7njjju8frZy5UrWr18PQFNTE93d3V59+8DAQObNm8fu3buPGBQKgoCfn5+X2OTHZgr7+vqorKyU5webmppkBd2PXd8H1tz7Fh8fT3Jy8lGD1WOpPrbZbJSXl2Oz2cjPz8fHR1o83fvmdDrZ3zLMf7Y1y3FfWpWCi+bEcPWCOEL1Ey1Bo9XBzsZBttQMsL1+0EsdqFMpyIn1p3fMSvOgCZtDJDZAw7lJDm44Y4b8PE8VdlRaNm8UD/J5ebUMOkDyJ1sxPZwT0sNYmh4q72tbWxu1tbVkZWVNysl1V/OAkbf2d7C+pGtKMDg/OZjL58axND3Uy0PPXVOBQZ1KwdL0EDZV9cuzTgoB0sJ8SQtWUtw5Tue4KIkBXApmhyipa+9emc6y9FD2Nw9x09ulsirW3RpWACbHBIi02EXC/TT869zpJIf5ctYz+2SFrrs0SoEnL5zJkjTvkYT1JV388ZNqL5VnuJ9aBoQAt5+YwlWvF9MxLEXbPbkmm+rucd7YJ827/f2sLML9tTT0GUgJkzKGH/lashQSBPjNyan89sNK+l2zmO5oOY1yYvbxjFkxMiAEqO4exyGKhOo1Xubjh95o+GokYYNeryc9IRroRa3VgdlCcbeFG94oJtcVo1zYPMDCtDAXKBxkzZyJ8+GiOTFsqxtgfWk3V8+P92ILPynt4ZRpkjClf9zKuMWOn1YSSb1z3RzOeEZKurnwpUIWRUKnXc8Hv0jBpPDl3k+9/ZfcLPbLu9s4Ly+G9Ag9T188k4teKsTmkOZBbQ6Rp7e3cN3CeN4/2MWQyc7Va0tYkhbCrcuTeWVPK7W9BtRKQT4GRquDf29pZFvdAA+cncWFc2K48e0yanrG5Vaur1qB0eYkUKdi3GKnqnsclUJgXlIQVd1jjJrdGcYCbUNm7v64moQABXevyuLeCD+e39nK+uIuHKIkPNrZDbu6h1gQPcoJkRWkRwUQFhZGWFiYF1s0lc+hZwyZTiUQHaAhNkg36blTVWpqKlarlf7+fvr7+ykqkthw38AQOm2+FIQ6+N1Z2YzYlXxR0csXFT10DJvlEQqVQsBHo2TMbGd/yzD7XbnrM2L8uWlJIt/UDVB9yFyoKEpG6xWu73eYn4bTZkTSOmSUGe2DbSNc/NIBcmID+O2KdOYmHYKOXfVzaB8fCXD9qVjEH8IU/lxLdeDAAbq7uwkPD+f5558/IlGCZ/X39+NwOCb57EVGRlJdPYU5HNJg/1TP7+7ulh93/+xwzznS0uv1xwUUiqJIU1MTbW1tXu3G46l2PhxY8/RG9Ny3o61jNVPoyVrOnDnTi7UUBIHGMYHX362isE26EGqUAmvyYrhmQZycIdo/bmVrncQG7mka8hJsBPuqWZ4ewrykYA62j/B+kbTI6FQKblicwJmZftTXTMSljY+Ps/NACeWjWooGVJR+VSI/plUJLEsL4cycKEL9tPzl81raBs0sTQ9FFEVqa2vp6uoiLy+P4GDvC7RTFPm2boA390tRYIeWRilw1qwoLpsbd1i1oSiKbK8b4KntzfLCoFMpOGlaGO1DJr6qklqjGgVcuSCBM3OieG5HCxvKJM9AN6izi6BVwqkJsGaWH/5aC/d+UsUHxd2uY6bCaHViceXQOZlY4EFK8Xj/hnxqusc55fHdkwQykf4aXro8d5KlxvtFndy3oWaS1U2fh8ozPljH1rp+OdP25mVJxAbpuPmdMgAunxfHsvRQmgeMnPv8fuYnB5MS6iMDjPNyo8mI9JOj5h47fwZGm4Pff1yN2e7ALRM4bYb39cU9hpAd40+rxzym/yEiJR8PFtFtUeOeRROBAYeGVQUpvFlXTXWvkeWhTYCSXQ0DbCxpY2vjGJfNjWNxWijRgVq6RixEBmjRqRWYXa/z3LfNnDEzklC9hgGDleYBI9muObLUcD9+sTiB53a0YnPCt93gEE18UdnLebOj6Rg28ey3LRxaFruTf29u4F/nzqB5wCQz5HanKFuvvLirzWvm053ioVIIckwgSEDzjJmRbKnpp6hNimO8Z2U6H96Qz4fFXfz181qsDhGjzYkgSArj2CAd8cE+7GkaYm/zMCF6NUtSA9ndNCh7byoFaB118st3K5ibGMTtJ6Vw45JEXtjZygcHu3A4RURgV5eDXV1KliUJnJY8hL65GaVSKQOBkJCQSdcRT4Do/vtwxtlTLe5u4+yYmBhEUWRkZITNZW38/us2QMWDpUUIuGcV1aSF63GKIu1DJqwOUb7REATQq5WMWx1eoC8mUMuY2X7YaMz+cSufV0jfY5UCAnRq2Yi/tGOUy18pZHq0P3etSGd+crDXe/g5gMKjZeGOJ4v4XTOFP/dSffTRR7S1tfHZZ5/xj3/8g+eff/6IZ8p+LuW+qz+0fex0Or0Mrf/bstlsVFZWYjQayc/PR6+fWBCPh6efu6aa9TtW2cqHbue/fU/9/f1UVFRMyVoWt4/y9PZmdjcpgTFUCoHzZ0dz3cJ4IgO0NA0Y+XR3G1tqBiQTWI/XjQ/WcWJGGCdmhjIzxp/Pynt56OsGBl3M0SnTwvjtySlEB+oYHR2VxEBWBx8XNrP+YDvVwwJOUWrbKQRJMHJqVhgnTwtDo1Hz9PYWXtvThlOUQE1z/zjD7fWYTCbmzp3r9V0aMdn4qLiLtw900DaF+CPSX8MlBXFckBdDoI+KD4u70WtVcnwaTA0GfdQKVk6PoHfUwmflkuGyRqng4vwYLp0bx4fFXZz/wgEZ2HkqhM/MieS2E5LROs18erCVZz6vwZ0StiDel6IuExb7hGBGq5oAhEqFwGtXzOLFHS28vHtyxOCc+ED+c9HMSXOdb+/v4K8eM3/u13Izue62dmaEH1+7vO+Wp4fyiyVJXP9GCUNGG+nheu48KRVRFLn/sxpsDhGzzcnavR3S+1cpuOWEZN7Y14HZLpIV5ccpWeE89JkEKJ2idH7FBGqZFec9rO9enGdE+1PRNdGK9/HIYlYrBTTKicXVDQpHPEy5h412ZqVE4qOuxWRzsiB/Ni/WljNudfL81jpqRgQU1nHuPCmF83OjeXJbM+8XdXJJQSwv75KOZ9uQmQ8OdpEc6sOAwUqTByh0Op2cEGbgIx/oNU3E/z2zvZlV0yO4ZXkyHcNmPi2bSI5x12flvVxSEMepMyKwOZz8fn0VTqR5TFncNG5lTnwARptTVjXbnSL2Q4RD39T28+EN+dy0rozGfiP3flrN63vbuHtFGtvvWMQdH1Swq3FIno/tGDajFAQeOHMaz+5ooWXQxLcNg6SH+6J2GKkclN6LUiHN8u5rGebil4s4ZVo4t56YzA2LE3lxZwvvF3XJ5/G25nG2NcMJ6aFcmhuKSmGgvr4eo9FIYFAQA/izJCtOniuH72YR3YDx++L3BEEgKCiImFgnWVEGGnrHsDqlyVJJ+GKRU18OLVGUDOAPLc/RFq9tIRm9945ZZMBodyIDQs+q7BrjqteKyIz047cr0lmcGiKL4n4OoPBY7OOPySL+TzOF8+bNY968eWRnZ3PKKafwz3/+k/vvv/+IQVJYWBhKpZKeHu8LUE9PD1FRUVP+TlRU1Hc+3/13T0+PF4PZ09Nz1BYyh3oVuj/YYxVZMz4+TllZGb6+vuTn50+6Gzkenn7uUiqVmM0T4MNkMlFaWoparSY/P/87rV2OpP4bUOgp4Dg00aW8c4yntjezo2HCIuWMGaHctCyFfoONtw508k1tv1fSBkB2tD8nZoZyQkYoqWHSIlDZNcbVa0vl+cOkUB/uWZHGwhSJxbM7Rfa2jvF2pYPbduzC4nA780lzaadND+fkjGDC/bUolUr2t41x/2clMrg7bUYENyyIobu+fFJ2dW3POG/u7+DTsm6ZAfKs2XEBXDYvnpOnhbG3aQhBELnjgwq+rOwjLz6QV6/MRSkIbKsb4OlDwODq7EiGTXY+LulGBJSCwDm5UdywOJF9LcNc+kqR3I51M1B2p8j0aD9+v1KaQeobs/DnLzvYVC2xlgnBOlal+vBS4ZAMNHxVYLRLC537dc6cGcnlrxV7KTDddXF+LPesSpvktff6njYe/GpyYozDtbgH+6gYMtmJD9LJgDAuSMcTF2bzyq5WdjcNoVQI9I5Z2NM0xLDJxt7mYXQqBTqVAvfRvX5RAr5qJW+62szXL0qgoaGBhs4Br+2unB4x6TpX3iWdI9kx/nxaJjGm7napu3w13guCu7XsECdaqma7E7tDJCvKn6K2ERqHrMxPDmFzTT/JsRHUjPSxt8NMZWUlkUYbSkHBwfZRbl+ewOu722Qfyie+aeTEzDAOtI7IYhObzUZJSQkOh4NPb57Pwkf3yIkvjf1Gvqrq49QZEfz1jGn0jFrY52pTetZdH1Xy5S3zOTMnCl+NkjveL8funBA3qRQChW2jTIvUc1JmKJtrpGOnFGBecjDV3WMMGu28duVsFAqFl1VLXa+Ba98oQadSkJcQyJk5kXxd1SffULQOmXh4cwNvXTOHr6r6eGZbE3V90s3XsvRQhoxWSjuk81yrUmC1O9lU3cfmmj7OzY3ml8uSXOCwlfeKOmW285u6Qb6pG2RRSjC/XDaD3FA1T22p45WiTk4q6eC8dDVREZJqPDg42Gth/6EsoojAmc/sJSpAR2yQjrhgH2KDfPjDqnQaSvczb8FCqnqNVHSOUtM1QtugkUGjjXGriJOjBwsi0myogPSdCPJV0zlsnhIUuqumZ5zr1h4kJcyXu1ako/x/LjRx+9Ee63m9Y80i/k/PFNrtdhQKBWlpaaxevZq1a9dy//33HzHS1Wg0zJkzh82bN3P22WcD0p3s5s2b5TnFQ2vBggVs3ryZ2267Tf7Zpk2bWLBgAQDJyclERUWxefNmGQSOjo6yd+9ebrrppiN+szB1+xiODSjs7e2lqqrqO2f0jmf72BOsDQ4OUl5eTlRUFGlpacf0wnC07KfD4aCmpoahoSFmz55NQIDEgFR1j/P09ma21kkgRSnA6TMjCbD0MuIUuezVEi+LFvds0gkZoSxPDyUyYCIiacRk48mtzbxb1IWIBKRuWpLIRfkxDIxbWXegg69rBihpH8Vsd+LW38YEaDgjJ4rV2REkBuvkhcFgg0e+rGd9iQQWogK03H5SCl+WdXHbO8X8a2UUWdMycSKpat/a3yHPDXkdMwFWz4zksrlxMvPz1LYmntrWLLfnVAqBEzJC2V43wDPbW2TWyket4KycKIw2B+tLumW2xM0O9Y1b+PV75fJskttzzWxzEuyr5rYTUzg3NxqFILVx/7WpgTGLpEK9ZmECYX5qHviiXmZc/TQC465YiJxQKB1wohDgo5KpRzhuXpbIxflxkwDhiztbeHRz42HPh0h/jbzAuY2cfdQK3rl2DpVd4zz+jTRr53CKjJjt2BxO/ukCmGfPimKdK3fZXyvZr/xnWxOjZjtJIT7EOHvp6hrGpg0AJlTZtb0Grxtgg8VOowucZEX5yYrSqACt10yqXnNIK1mtRKeS1KYhPmp5fq992MzMGAkUlneOsTBFAoW9Y1Y0SgXd4w58EnOxdA0zL76XXa1Gnv+6lAUxar7tkF5j2GSXt908YMRisVBUVIRWq2X27NkolUqeviiHX7hi/kBiC1dOD0ejUvD4mmwufaXIyzgdJMbuH1/U8sdTMzl5WjjPXTKLm9eVub4H0o2STqWgusfAsMnODYvieWFnGw4RdjcOcduJyZyVE0VEgA6L3cE5udGsdcUoutlGs93pZcPjVreDZAZ++lN7efaCNP6Y52Rzn57NjQa21Q2g1yg5e1YURa3DcgvfDbbfP9jFp2U9XFoQy6+WS8zhS7taeedAhzy+sLNxiJ2NQ8xNDCTAxVRv7hBot6q5xcdGX18VVquVkJAQeRbRPb8s7f8EM+gJEEVRpHvUQmO/cdLxlEqFpuQAscE6YoN8iA3xY25KOHHBOsJ8FCgsY7R191HROUanScGgXcOAycmA0YFhihvGqUp0nVeHzu5+VzX2G7nxrRL0KrjJOcC1S0NRTDGj/FOXex35sQHXf8sifhco/Nlb0riBkEKhoKOjQ7akOZq64447uPLKK8nPz2fu3Lk89thjGAwGWY18xRVXEBsbywMPPADArbfeyrJly3jkkUdYvXo169at48CBAzz//POA9IW87bbb+Nvf/kZ6erpsSRMTEyMDzyOtQ4UmCoXiv2bvRFGksbGR9vZ2pk+fLieoTFXHe6bQ4XDQ1tZGQ0MDGRkZhxU8/Dd1NEyhxWKhrExq5eXn56PVaqnpGeeZb1tkRkIhwKy4AHzVSjZV92O0ioAEFP20SpakhnBiZiiLUkImKXLtTiev72nnhZ1tcosmNkhHuJ+GN/Z38O8tTYc1nD0xPZjHLshGEAQcDoesTv+6bph/flXPgMGGAFxSEMv0aH/+sbGWEbMDhQA9yjC+3dnKu4WdUzJoIb4qLsqP48L8GML9JPAqiiJPbm2S578MVgdxQTouKYjls/JeLzB4bm40TlHkw+JuuR28ODWE205MQa9V8vCmBja7GDa1UkAUpTk3pSBwcUEsNy9LItBHTcugkT9vqGFv8zAgsWL3nprB63vbeH6HtB9ucmzcKhLmp+G25Un8c1MD4PASh7hLrRQI9lHz1LYWAnRqLp83YRPzzPZmnnQJKKYqf62S2fGBfFHZNyFqEeDVK2ejVin47YeV2J0iWpUCi93J5fPi2Fo3ILeSSzsmgF5UoI5tdQPsbZJA6UmxIkaDgblz5/KnwkKv7e5qGKSqe1w20a7qHkdEAoF250TecmKIr1de86FMIUgt5O5RC4G+atpdYLJ10ES2yz+xrGOUy+fFAdLs14KUYL6tH+TGt0ox2ZzceVIKu1obOTio5uXzEtnxdqN8jn5bJ32mDb1j7Nu3j+DgYKZPny7f3C1JC+XU6eFsrJRU3/V9BjZV9bFyegRalYJnL87h4pcLJ5mfv7W/k7lJIazICmdBSggvX57LjW+XyiDUbHei1yjpHrXw1oFOfrcilce2NGG2O/n3liZK2kd5bE02WpWSe1amszAlhD98XMWg0ealbnenDR26fZtT5Lp3avnDCdE8cek0SjtG+fsXdZR3jrG+pJukUB8umhPDF5V98vF3K/Rf3t3G+we7uHZhAredmMJ1CxN4eVcr6wo75e/GPpf5c1KIjt5xGzV9Ju7abOVPp6ZzYqo/fX19smG/Xq+XAWJgYKCXStnz7xC9hlcvn0XHsJkOV3pNu+vf3aNmrA4nTf1GmqYEjdL3OCZIT4SvimgfB6l+ZvwVNpLDA4gKD6HbomZz/TAH20YnZTT/t2Www8PftFHcZeKpi3OP6Wsfi3KvjceTzTwci9jf339YFvF/un3c0tJCf38/mzZtYtOmTcybN++oX+zCCy+kr6+PP/3pT3R3d5Obm8sXX3whtwRbW1u9PuyFCxfy1ltv8cc//pHf//73pKens379etmjEOCuu+7CYDBwww03MDw8zOLFi/niiy+O2KPQXf7+/lPmHx8tUDvU489zfnCqOt6xemNjY4yPjzN79mzZJf5Y15GC6tHRUUpLSwkJCSEzM5OmQTPPfNsgiyMAQvVqho02DrZNLPbBWliaGsxps2LJTwhk1OygY8TMjoZB6QI9Il2YG/uN9I5ZJ4E+90XcswQkoBalc5AVpkYvmjj3BCllxm63M2KycqB1lOd2tsvtrQh/DX9enclHxV28uV+aYYsL1JAS7sft71dMMqcFmB7tx+Vz4zl1RsSkFJOHvqrntb0TaRZz4gMxWB08tKkBkBaRC/Ji0CgVrCvskFXKefGB3HZiCukRep7d3syb+ztkhbDOxaoAzEsK4p6V6VKmstPJiztbeGpbMxa7E51Kwa9PSKYgKYjb36uQ2Qe1h0VPQWIgIXoNf/qsdkow6C6bQ6R33IpGKTDgalkfCnjd5QZ3IIHPMYuDL12Axs183rc6k5kxAfzuo0rahkwy45kc6suy9FCue0MS/qyYHi5H6EUHaKnrNSAgAZpgLSyJ15CXOwuVSkXfIfNdT6zJ9kpVccebzYj2p3VwYlGPD/ZhxDSxQH8XKAzymbhBaR00cmKmdJNY3TNOVICW2CAdHcNmkkN9+bZ+EI1Kel+N/UaSQn1oHjBRNarmlKxwvqqSjolbc9A8YEQUVfj5+WEymbxm5B45P5udD22XhTaPfN3AtCg/zn1uPydkhHHtwgQe39LoGo2YqDveL+fVK2aTnxhEbnwgr14xm+vfLJYBnMHqkD0NH/66kbtOSeXVPW10jljYUjvA6qf2su7aOQT7aliWHspHNxbw+/VV7HQxhNIcqgOz3cGlBbHMjA2guH2EjWXdjFgciAj87ZtudnbY+eOp6ay7dg7rS7r59+YGmgdMNA+YWJIaQlSAlo9Le+Tz39+1T//e0sib+9v55dJk7jwllWsXJUrg8ECHzHo2D7rYRrUCo9XB3R9Xc2ZOJPeemkFycjI2m42BgQH6+/spKSlBFEVCQ0NlkOg5auOjUTE3WUqzcbNCTqeT+vp6Oru6SZ2ZT8eIha5RC53DE4CxfdhE75gFk81JQ5+RBq9PQQm1BsCAVikS5qNgWqiWID9/jHaBxn7DYWcNfdQKFqaGEqBV0jpkpnPERN+Y9TvzzduHji6e78eu48UUflf9EBbRbrcTFBQ05Zjdz9mjEECYO3eu2NPTQ2trKxkZGaxdu5aCgoKfer9+tLr55psBePDBB+Wf7dq1i6ysrEkq0e8r9/ygXq9n+vTpP6j9PDo6SklJCUuWLDmyHT/CcreYrFYr8+fPlxNcfow6kvfkvitPTk7G7hvKs9+28kVl32FZu7ggLZmRfkT5a+ns7sEg6Og3iXQOm+UL/neVj1qBWqnwuuNWAHMSAzl7ViSzwxU01VYTEhGNRRfCl3tKUQbH0TBgpL7XSN8UsXIFiYHU9UotNQEI06unfJ4AnJIVzuXz4mQTbM8SRZHffljJ5xWSOEQpQESAVvZu81EruSg/hgCdirV72+XWamakH7edkMyClGDeK+riqW3NMosS6KOSwUt0oJa7TkljRVa4PFd576fVsmhgQXIw956WwaaqPp74plGeH3Qrk9VKgbRwPdUu9uy7KthHxbwEP7KDncQoR9EpBUJDQ/moUWRdiXf3IS3cl/q+qVkUd50/O5q/nDGNT0qlODZ321EpCLx2ZS5/2lBDY7+Rc3Oj+LZhkD6X9cn0KD8qu8fx1SgwWp1cmePHb8+cg0KhQBRFfvNBhcympYb58ukvvW+CT358F50jFpZnhLI0LZS/fC4JYn5zcirNA0bePyglncxPDubly3O9ftcdq+fJ2K3Ji+G+1RksfHgHIyY7712Xz7tFHbxX1MWavGg+ONgte0D6aZXcsDiRRzc3khXlxzMXz2T5vyfbeb2xJgmMQwwNDaHVagkPD8c3IJiXCwfZUN7rlSBzVk4kH5dOzG17Koc9S6dWsPbKPGbESAC5ecDINWuleVH3sQ/yUTHsOrduWJxIVfcY39ZLzL2PWsErV+SSEyvdeDpFkdf3tPHo5kapDe2hqJ4e7cdt84Kx9rcSn5bFF41mXtjRIqfh3H5iChflx2K0Onh6ezNv7mvH7hSlWLzcaIZNNr5wHV+VQkCnVshAMSnUh1tPSGFFVjiDRhuv7m7jrf3tXgklnpUQ7MPD502XRzhA+l72Dw4zOjxIf38/Y2NjBAQEEBoaOmU7URRFqqqqGBgYIC8vT25DuwGDZ0auzSG1n9uHTXQMSUCxY9gkgcYhk5cd0+HKk4H1rOgALX8/K4tFaWE4nSKDRiudLiazc9hMfd8431Z20m8ReOSCbE7LnnrW/6csg8HAzp07WbFixU+9K1OWm0Wsr6/HZrOhVqsnsYjufOmfqzpZpdPpZH/Ck08++bhlAP9U5efnN8nO5mjYO/f8YEJCAklJST/4zuB4qI9HRkZksCoIwo8KCOGHtY/dLfaOjg78Y9P5245+9jQ1Twk2dGoFDqeIzSHSPmyhfdjzDnmC5RWAyAAtMYFabA6Rmp5xeaYowl/DsMGKyeaUF4ScGH9OyQojM9KPvjELBxt6eOvbYQZsarrHu4AuQOn627sCdCoWJgfTMmRiv6sl5b44HwoIA3QqLsiL4eKCWC/lsGdZ7A6ufO2gPEzvbpl2jVjwUSs5a1YkY2Y77xR2YLRK+58Q4sOvlyezcno4O+oHOff5A/JcU6CPZHo8YrKjVSm4dmEC1y5KwEetxGRz8PS2Zl7dLZlQB+hU3L0yjdy4AP7wcRUH272TTxziBHhwA0jPRd2zcuMCWJIWwmkzIkl0mSwPGaz84/MqHB0mvmjwZuVPzgji69phr89wQUqw19zZjGh/7ludwYcHu7j/8xpAUhNb7E5uWJzA/pZhGvuNhOrVhPtpZEA4LVIChAJgtDrx1yi4+dRcrzbgwtRQGbCdO1sSr5ltDrQqSWE65ALe0QE6Wj28KOOCdZR4HKepmEK32MTT8Lqx34AgCGRH+7OzcYiyzlEWpITwXlEXRW2j5CcGsrd5GH9XgkuYXoNGKSW7dI9aWZAcPCm/eVThz/K8ZBwOB4ODg/T19bGzuIr3ixw4DhEybKzoZd01eXxe0cvnFb30HwZ0mG1OrnuzmLVX5ZEWricp1Jc3rs7jujeKaR4wISDNNrpvOp7f0cJZOVHcuCSRZ79twWRzcvHLRfzp1AwuzI9FIQhctSCBuUnB/PbDSpoGJIGERiVQ2TXOzZ+M86sl8SyPj+KWBIFV0yP484ZqDrZL7eNPy3r4y+mZ/G5FGhfkRfPgl/XsaBhkXWEnEf4afrUsiT1NQxxoHWHc4sBXo5SstgZM3P5+BTNj/Ln9pFTuPDmVaxbG8+ruNt7YNxkctg5J5tu3nZjCNQsTUAgCDlHkto8byYr25zcn5yM47QwMDNDX1yd3u9wMYlBQELW1tYyOjlJQUODVwfKcRXQ4HIiiiFKhIDZQQ3ywDiFlsqLZbHO4OhoTQLGlf4yWfgNdY1bGrOJh2fquUQu/+6iSHb9dikIhEOanJcxPK6ediKLIl7o2li1b5jU/+f+p/r8LONwsYk9PD+Hh4fj5+U1iEcPDw48qhvf/S6neeustAgMD8fOb2g/tf638/f1paDiEuD+KjOCOjg5mzJhBWFjYEW3f3Wo9lhY4ntXZ2UltbS2pqano9frDekQey/o+UGi326msrMRgMFAtxvLkO5PVp57lCT7C/TTEBOqIDdKiNA+TFhVMVmIkcUE6ogK0lHeO8Y8v6+V4ODfL5Y6tCtOrSQzxQa1U0Dli5tHNh84SCoDEfoTq1QQrLSg1PtQNWHC6lKR3npSCr0bJ3zbWebEsh16cU8N9uWxuHGfMlO7AbY6pj0nroJHLXz3oxQrYnSIapYLMSD2941bWHeiUHwvxVfHrE1I5JzeK5gEjv3irVAZRbnDiZgdXZIXz21NSiQ2SLvp7moa4b0MNba520akzIrh7RRqba/o57/kDh2VQDFYJXuTGBVDVPT4JECoFeOjc6SxKDWHxwzt5cmszX94yH51awXVrS7zSGdx1cZaWg52DSFwt5ETr+fPp0/jDpzXyc4J8VFy9IJ4LXyqi0jVL6QZMWVF+nDYzkvOfPwDATUuTeHjTxHdZo5K+Tz4qEaNd4PL5CfhpvVWEH5dMAP4VWZI/52NbGvmsvJfrFyXIxyMmUCubowPEBfl42c0crn0M3ou8W52eHRPAzsYhyjvH+M3JqQhIc3+rs5PZ2zzssrdxsLVugFUzwvmktId3DnRwdY7vJFD4TmEHyzMkt4fw8HDCw8PJyhLp09TxzM4OLzGH1SHy3LYG/nPJbH57Shp7m4bYUN7DZ2U9siegu0ZMdq5dW8ybV+cRFyzFKL5+ZR7Xv1lCTY8EtkdMdvy1KgwWOx+XdjMvKYhHzpvO7z6qwu4Uuf/zWorbR/n7WdNQCALTo/157/p8HvyyjvcPdmGxi+iUYHbAv7e1s6fVwN/PmkZ6hJ61V+fxbmEnj25uoLRjlPNfOMA1CxO4aWkiz12Sw9baAR78qo62ITP/2dZMblwAd52SxntFnXLaS5CP5KtZ1jnGNWuLWZgchNkuMichkH+dM53i9lHeOtDhFUfpFOHRzY18XNLNc5fMoqHfwMH2UQ62j7K/ZZiHz51BusuX0Ol0Mjw8LAMBdx57QkICdrvd67r+XZY3TqfTi0V0P0enVpIaric1fOoxpBGDmcqWbqrb+mjqHaXfJNJvU9My6mTE7OCSgrgpf8+9fTi+83pHWj+HGD6Q9lOtVk85i3i8wil+rFLFxsb+1PtwXOu/mSk80vnBqcp9F3SsZffumZbu7m5ycnIICQlhZGTkuHgiKpVK+UJ36BfabYOj0WjIz88n0yry5I4O+XE/rZKEYB/ig32ICdISF6gjJkiyeogO0KLz8IYrKSkhLMyf2Nhg+set3PlhFd/UercmHaIEWJyuyLZ+g01Os5C3qRaI9YOZCeFkRgWQFuFLcoiO+t5x7ttQQ0e/9KWeE6Xm8vwont7XQW3v4dudy9NDOW92tGTh0TrCtWuLqega4xdLErl5WbLXcz8r6+buj6tlCxaQGEdBELA6nF4RdUoBChKDuPe0DAJ81Pz9izreL+rEKUrRWUE+annuKzXcVx70B0l1/fDXDXzgandG+mu597QMZkT784dPqj1Msyesdya2K3BadgRqpcCHxZMVxiF6Nc9dPIsZMf6sL5G84tLC9SgVAle8elBOQfGsO05KYWDcSnXVxOxkqs7AJ9sKqXJtQkACVr/5sFJ+jkohzRuqlQIPnDWNB7+ow2J3siA5mMrOUXmEYEFyELubhiWW0C7go1Zy2VzvBXLAYKWwVWJ5MyP1xAZJrM7+lmEGDFaGjBMg3Vejonlw4jrhCTykxw/PFNo91Ie9YxZsDifZsVJbtrxzlCBfNTNi/CnvHJO9D91RiVtrB7j9pBQ+Ke3hs/IeFulhRpQvFd0T295RP8iY2e4lrhIEgZtOSGNH0yhlnWP4qARMLk+bbxpGWP/VVjLiIkgLD+cvq9P5w6p0rllbLJ9vMus9buUaFzAM99cS5qfh1StyuentUorbRxGAMYsdX7UShyiyt3mYAYONly/P5fb3yxkw2Pi4tJuq7jHeuGo2fjo1vholf16dQZxqjOcPjmO0g1ohqZN3Nw1x9rP7uW91BqfOiOSi/FhOyAjj71/U8nV1P8/vaOHLyl7+vDqTEzLDWJgazGt72nnu2xaK20cpaR/lnNwozpkVxSt72mSmN8Jfw8C4lV1NwwAUtUmfu49ayez4AARB4GDrsGyRA5Ldy4ond3NBXgxPrsnmz5/VUNdrYM2LB7jrlDQuyo9BoVAQEhJCYGAgY2NjKJVKoqKiGBoaoqWlBY1GI7cSQ0JCjsry5ruMswP1OhZMT2LB9CREUWR0dJS+vj76+voYGRnBX91FXZ2D8PBwAgO9R1b+P8zrfV/9HGL4YGpG080iugH/z7VUBoNBVlg6nU5sNhthYWE/WmbgT12HWtLADwOF4+PjlJaW4ufnd9QZwe5twbGlya1WqxwNV1BQILcGjpdRthsIHgoKh4aGKC8vJzIyUrbBCVHDXaekUJAYREKwz5SL6+HKbb766p42Htl8eCWrezbOXyvddaeF+5IWrifOX4m5p5GoID0zZsyQP8Nhg5nHt7bwfrE0exWqV3N1QRRbanq5bYOnKfMEgPJVKyhICibEV01tr4Ffv1s+qRXe0GdkV8Mgc5ODsNic3LSulAOu1rNnOUUmzOGQZvkuLYjlpqXJaFQCa/dKi6CbpQz1VTNgtDFgsOGvVfGr5UlclB+L2mWm/FVVL3/bWCe3Ci/Oj+X2k1LYXjfAWc/uY9RsRwEuT7+Ji5dKIXkcnj87hkc3N8jKZM+aEe3H0xflyAkybnHI/OQgLn+liK4pFNe3nZiCU0QW07iZrMi4BF7c2ep1dJsHTGiVgiyGUCgU4HTy6xNSqOszsrNxCI1SwWVz4+RkE7VCYGBEAnAhehUDBjtr8qJl5s5dm6omZlfdbO6IyTYpVkzaF5H2QQ9bnMJOPB08fNXe563R6sC9DoyY7DLIEoGuEQszXTNr9X0GjFYHC5KDKe8co7xrjECdihGzHb1WgcHi5JGvG1AKEsvXqU3g/jPCOf+FCdW0Q4SXd7dy6wkpXvugUij425nTOPvZ/ZjsIrGBGjpcTuRPVqp5OlFJXV0dJpOJoOBgTk31weFwUNkjteJHTXYsDpH2YTPXvlHM61fmEeSrJtBHzQuXzeLX75Szu2lIAt42BxqlQKCPivo+A3d8UMETa2by0Ff1lHSMUttr4OQn9vDm1XkkhegoKSkhJ9jBhzfkc/O7lTT0TzB7wyY7d35QyZaaAf54ajqRAVqeWDOTr6v7+NvGWloGTVy9tphzc6P5zSmp3LA4kbNyonhkcwMbynr4sLgbf62KaxclMGay8cb+DrlTEBWg9XIBMNkcXqMKGqXglcLjFOGdwk4+LunminlxlHeNsatxiL9urGVHwyB/OzMTP7XAwYMHUSgU8lqQlJQkt/P7+/uprq7+wZY3MLVx9qHgcCpBQ2BgIIGBgaSlpWGxWGTvvZaWFrnN7QapPxem8OcACg+XaOL5+f1cS3X55ZdjsVjku46Kigo++eQTlixZ8rNwPz/SCggIOGJQ2NPTQ3V19RHPD05V7uN5rBTIY2NjlJWV4e/vT05OjteJeryMsj1Bobs6Ojqoq6sjPT2dQ9noy+cevsXxfdtxOp0sSA4FJkChRqUgPdyX9HA9aRF6KeM3XE+Ev0b+rNw+jamxMaSmpsoAc0t1Hw9saqLXBaAWp4Zgsdl5eOvkhA4Q0ClFtEqBEauTbXVT2zddvyiBNXNi2Fo7wHVvlnDGzEj2twxPsqhRKwT8dCqZ3VAp4JKCOK5fnEiIr5ovq/p4eFO9rDp0L2BuVikt3JdXrpgt5z33jln420aJYQFIDvXlL2dkkhqu574NNWx0CVqifAW6jd5M5UX5sVyzMIH+cSu3vlc+pZ3OGTMj+csZmWhV0kV71Gxjp4tx3FDey/AUJrq/Xp5MsK+a+zbUuN6jNDt53uxodtYP4qkVCtApWZnuz5c1w1gcEKiBEauTnGg9Z8+M4OznJWD0iyUJvL534vOZE6ViT6cNpQADBslv8coF8Rxanq3jldMlRXBh6wgikkDB0wR9zGyX26uheg3tw2ZP3D7pZubZ7c28uEsCuM0DRq/RgtZBI4vTQonw19A7ZqWqW/IrfGFnK7sbh4gL1jHSNe7ydZTco9045T/b20iPDCQl1IdGj/17ZVcrV86LnwR80yP8uHBODOsKO+kYsXLmzEg+Keuhe8zGW3XwlzMWYTBINzG723pZHe+k10dB37iNhCAt7SPS2ER9n5FfvFXCy5fnoteq0GtUPHNxDr/5sEI+v6wOEbvZTqS/hp4xK9e9UcIj52axo3GIt/Z3MGq2c/az+7ghR8OCWK0MoJ65OIdV/9mDU5TmFAN0KsbNdj4r76GwdZi/nzmNBSkhnDwtnHlJwfx7SwPrDnTyYXEX2+r6uWdlOqfOiOChc6Zz0ZwY/v5FHVXd4zy2pZGUMF/+cnomOxsH+aS0h+5RC2qlQIS/VnYeUClApVRgszsnxTK6y2x38vzOVvRqgaVpIexuGuKb2n7OfnaUqzIhN8aXnJwcLwDj2c4XRRGDwUB/fz89PT3U1NTg6+vrNYvoubYeyiK6Oy+ej8N3s4harZbY2FhiY2NxOp2MjIzI5sylpaVyepVbOPP/kc36uWCOnwt4PZpSHTx4kOHhYUZGRggNDSU1NVVmCf8/njT/bblj7jxnP1Qq1ZTgyel00tjYSGdn51HND05VgiAcMwbv+8Qu39XWPZblCQqdTid1dXX09vaSm5tLUFDQMd2O0+kkM9KPU6eHsTQtlNnxgUQHalF8x7na3t5OfX09mZmZcjJO76iZB76q5+saCdQE+6rRKJkyi9izzA4B82FwtkYpkB0TwMKUEL6o7OORr6V5tzA/DUkhOhloZcf446tRsq95mCGXn9s5udHctDSJSH8tn5Z289S2ZtnA2V3uBUypEMhPCOTC/FhC9Rqcosj7RV08/HU94xbJ9Pq6RQn8Ykki+5qHOeuZffSNW1EKcEaqmlOTlPx6qxWL3clpMyL43Yo0wv21vFfUyd821k5pqXPnyalcsyDe6xz7pmZA9hN0A0LPebablyWRGq7n9vfLgQmxytK0EDLC9XJrWyFItiV/WJXO5xV9jFoltnbAYEOrFDg/3sg9b+9mwAAJQRqSgnU8uXUYAB8lDBilDyQyQEvniIWzZkURFeAt8OkeNVPiEvVIrWOJtXEbixckBssAF5BjEEESDuHxvmAyKPTzaOUeyhS0uuY5s2MC2FLTT3nnGBfnx+KjVjBgsJIT609F17g8F2oX4bKCGN7Y34nVIXLTujLSI7xHVawOkRd3tfCbk9M4tH5/ajqba/rpG7eysbKXOfEBFLaN8v7BLlZOD2dRaihLpkWzu62BL9oV3Lk0mqd2ddM6bCHBD1pd98xlnWPcvK6MZy/JQadWolEpePT8Gfzxk2o+cSmanSL0jFlJCNbROmTmV++W88dTM/jn2Vnc83EVDhGeKbEypglnjmsRjQv24ZzcaD442IVWJTkDKAQI1KnoHrVw7RslXDEvjttOTMFfp+JPp2VyenYk931WQ0Ofkd98WMnHpd386bRM8hKCePc6KWf5sS2NNPYb+d36Kk7KDOOpC2fy+t429jYP0zFsRq9REOijoXPEjN11/Y0N1LI0PZRtdYOyUblnGWwi2+sH8VUr8dUI9I1bebgQrtFGko3A4WCBIAj4+fnh5+dHUlISNptNZhHLyspwOp2y5U1oaKiXGPBwbeYjYREVCgXBwcEEBweTkZGB2Wymvb2d0dFR9u3bh0qlkgFsaGjo/xul7M8FbH3Xfv7cLWkUH3zwARs3buTxxx8nLCyMVatWMXfuXOB/ExQeGnMHUzOF7hipgYEB8vPzjwkgdNexMMtuaGigqqqK6dOnHzY9ZSoG78co97C0xWKhpKSE4eFh8vPzjykgBG9By0PnTOf0mZHEBukOCwidTie1tbU0NTWRm5tLdHQ0oijywcFOzn6+kK9rBhGQ2Ksho42escPHRU1V8cE6VmQGc8OcIP44V8ODBXZum+lkS3mLDAh/sTgRm8PJnmapbZyfEEh19zj7XK3ZU6aF8tj52aSF67n302pm/2Mbv/+kehIgBAmI3HpCMgd/v5RXrpjNqukRNA8Yufr1Yv78WQ3jFgczY/x5//p8rl2UwINf1vOLt0rpG7eSFKLjd3OUXJQdwMJ5c7n/9ExUAsQE6fDXKbn302ru21AzCRDq1AqeuWgm1y5MmHSOvVskzYa6WTEFE8DppiWJzEkI4jcfVuAUpdlRs83JjGh/LpwTI3sw3rA4gQh/LSabk5d3tbGtbgC1UpAB0t2r0knOmsUO19zhmlR4YGOVvA+L4tTUDTtRKaTMWAG4dmHCpGPnbnMDnD5zwopjf4vUSpwe7ecFCgY95gs951rdR2ASKNRO/H/MIqmZ3dU26AaFE3OFGpWC/MQgAC9rpUi99HvxIb6cmSPtp0KQYuMOrdf3tDFgmKwmVikUPHPxTAQkCxSLXcTftX+3vFvOuMXOlfPjOTMnEocIz+3r4/4zslArBVrHYWbkBEDZ1zLMjWv3MzQ8giiKqBQK/nFWFpcUeLP/rUNmUsN8cYrwl89rKe8Y5vf5Cnxd4p839ndw2StFmG3Sde+6RQkoBLDYnSxODcEpSm33cD+J9X59bzsXvHhAFhvlJQTxwQ0F3LI8GbVS4Nv6Qc58Zi+v7ZEY4wvyYvj85nlcNjcOpSCwuaaf29+vYFZcAA+fOx0/jQKD1UnniJlwPw0BOul4dIxYeK+oi4vmRKNRTn0dCdOrMNocjJjsKAXpHH9pVxuXvVJEy+B3Wyu5S61WExkZyYwZM1i6dCl5eXno9Xra2trYvn07e/fupaGhgZGREa+bCk8xilKplL+DTqcTu92O3W7H4XDgcDhwOp2HbV3qdDoiIyNRqVScdNJJMstZW1vL5s2b2b9/P01NTYyPj/+k7c+fAyh0q8n/v+/n0ZYqLy8PgPnz59Pf38/nn3/OaaedxsKFC382VO6RlJ+f35RCE6t14uLq2ZKdOXPmMb+L+m8MrO12OxUVFRiNxu8Vu3iKWn7sEgSB8vJy/P39mTNnzo9y53kkySluUZDFYiE/Px8fHx9aB03c91kNB1onVKUikvI3UKdk5HAUINJcWU5sADmxAcyKCyQnNoAwP+/saKPRyMNf1bCuVAIaZ6cq6egdYEOtdBOiUggccAkdQnzVDBptbKsbZFP15Da0XiNZyThdwpkr58dz49Ik/LTScbU5nLyyu42ntzVjdTjxUSu49YQULp0bR2nHKOc+d0BWHK+ZFcYCfT+pSfGkpqbiFOH1vVK27oGWYa54bUjOU/as2EAdz1ySQ9oUSsjN1X1exuKe3mk3LE5keUYoV68tweYQ5Zm52CAdf1iVzo1vl+IQRc7MiaS6e5zuUQuR/loaXUKOUL2G7lELi1NDOGdWFKc8sQcAf50SdVgC/WZJvR6ihYZBKyAQ7qOgy+BkRVY4SS5rHM/6tHRCMLMyS2odj5on5gndIM9tkD3kwRQqPYYJla7292RQOHG+Dxqs3u1j1+fgnit0izsWpoTwbf0gHUMTwCJA70OPwcCGsh7uW53JJ6XdCMDq7Ag+L+/1YivtTnj+2xbuWTXZ/mJ6dAAXF8Ty1v4OyrvGuG5hPC/tasNsc3LN68W8e30+f16dSVO/kbLOMZ7b0cKfTsvk3k+rKeuxsCg1mJ2uzPF97SZufbuQa6YriYyIICwsjLtPScFfq+K5HROm5A39RtLD9dT1GVi7v4tF8T5svGUW175RSn2fkYPto6x4YjdvXzuHxBBfTp0RwWflvfhqlDx4dhZ/+byWvnErvholSoVAQ5+Ri14q5FfLk7l2YQIapYKbliaxcno4922oobB1hH9+Vc9n5T3cf3omWVH+/H5VOhfkxfDAl3XsaRri+R2tRPhpMLtENwLIqv9IVzvf7hR5dEsTUQFa8hMD2Vzd76XK7zdIM7galSC/jvtzPPe5/dx7WgZn5UT9YBLFcxYwNTUVq9UqJ2i4LW88WUTP+f7vYxHd67WnotkTSCqVSq8ED5CuW26xSl1dnex9GR4ePkks82PXz0F97D7W/6ugUOFwOGQJ9erVq+nr62Pz5s3Azz/Db6pyq48935snSOvu7qaoqIiYmBiys7N/FHBztKDQaDRy4MABRFH8Qepn98Xgx54r7O/vx+FwEBIS8qOAaHf9UFBoNBopLCxEEAQJoGq0/GdrM2c+d8ALEAKyeOBQQBgXqObsWVGSX94NBez93RJeuWI2t5+UyomZYZMAoSiKPPltB+tKhwG488Qk7Gp/GRACctoIIBtRHzrTFB2oJchHhcEqAcLFqSF8ctM8fnNKmgw8yjtHWfNiIY9tacTqcLIoJZhPbprLRfmxPP5NI5e/WkTbkImoAC3/Oi2OJX69ZGdlkJaWhiAIvFPYQWXXOEoBittHpwSEc5OCeO/6/CkB4dbafm57r1z+v9IDEF63MIEzZ0Zy49tlGK0Ogn0kQBjoo+Kx82dw74ZqRs12cmIDSAz2YXv9IGqFgMqVoJIU6kP3qIUAnYq/njGNZ7a3yIv4FXPjefKbiezk8wsSaRoTUArQZZDOizRlH6WlpXR1dck3eu1DJipd4C8zUk9csNQ6LmodwSlCYogP7S7rGLeid8BjPtLpea1wnTDfBQrdx8LNzrlBodsYunXQxNsHOtjbLIEuz5SdlgETCiTA4atRMjPGH4coGZZ/clMBeo33gvnW/nZ6x6a2wLhnZToR/tJ5+tqedi4pkCIuy7vGeH5HMzq1kifWzCTMT0Ndr4Ftdf38enkSALsahljkUrIDHOgT+LI/CICamhq2bdvG0uARrssPlZ8jCFDXZyDaVzondraZuP39Kl65fDarsyX7n36DjdOe2sv2ugFuWJwISAKgGdH+fHhDATNj/DFaHYyZ7cQG6rA7RR7b0siVrx2Ub3JSwvS8duVs7j89E3+tivLOMda8UMgjXzdgsjlIj9Dz0mWzePyCbGKDdPSOT6R7eH7belypR26GsHvUwoayXtLD9aSESTcWCgH81ZIoyxMQustkc/L7j6v51TtljB1lJJ1GoyEmJoacnByWLVtGTk4OWq2WpqYmtm3bxv79+2lubp7E4nmyiO4/7nEhTxbRzSA6HI4pgauvry+JiYnk5+dz0kknkZWVBUBFRQWbN2+msLCQ1tZWjMYfxor+N/VzUB+7Y0+/a537OXdZVUqlUv4QRFGkq6trEpP2v1T+/v44HA5MJpMMqpRKJXa7nbq6Orq6usjOzpbvon6MOpqZwoGBASoqKoiJmRBKfF8dy/nFqUoURVpbW2lubkatVhMV9cPvlo+mFAoFNtt3t3iHhoYoKysjOjqatLQ0vqrq44+f1h42/cQpgr9WRU6sP7E6G+GKcc5YOJOEqB8+LuAURf62sVb2Frz31Aw+Leum+BBTaHArfqXyUQuYbNJFPtJfg69GJduexAfruHtFOsszQuVjarI5+M/WJl7b04ZTlAyr71mZzhkzI6ntNfCrdw5Q4/JrPCsnkosyVAz2tJOTmyufz/3jVh7fIgGrw8zYc+GcGHLjAtBrJ1+cN1b0ctdHlfLvKjxe5+oF8VxcEMNlrx5kyGgj2FfNkNGGRqngyTUzeWpbMw19RiL8NVyzIJ47PqgApHzrA60jBPuq5VbrvadlYHc6eWGnxETFBeno6Btk3GXknR3jx16Xf1+Ev5auUQtKhcA5S3IwjUr2IBUVFQQGBvJN9wTTcnp2pPxvdwu/IDFIBsb+WhW9Y1YGPdqyFg/W6HDtYzcA9JypDPfXMmYx0jZoximKBPmoiQ/2oW3IxLuFndT0jKNTiJid0qtqVQIWu5NpkX5U94zzaWk3BYlBlHWO8W5hJ9csTODulenc6+Hr6BClXOn7VmdO+qyUCoHnLp7Fuc/vx+YUKW4fJS1cT32fgce/aeKEjDDSI/x44oJsrnz9IF9X95MZ6cd5s6V5v8LWIeYmBcnH6eOKQcKDErj9xEUyu7TU0c9YipN3GxWIIigQ6TIKJIX40DdupahthMteLeK5S2YxKy6AB76ox+YQufHtUn61LIkTM8PYUtPPiztbeeDsLN64Oo//bG3ixZ2tdLhavWNmO0VtI5zz3H7uWZnGubnRKASBC/JiWJ4eygNf1vNFZS8v7Wrlq6pe7jstk4WpIZySFc6StBBe2d3G8982T4r3c9ehN2alrnMh1FfFgNHOmE06tyP8NWyvG2R/y/CkCLlvagdY8sgO7l6RzkUFR2/z5jkLmJ6e7pXD29DQgEajkcUqR2J5A2A2m+Ub68PNIiqVSiIiIoiIiCArKwuDwSDnQ1dVVeHr6yuziMHBwcec1fs5tGV/inzm41mq9vZ2DAYDDQ0NPProozgcDtLSpOHlnzPaPVy5FVgGg0EGhW7ltdVqJT8/H1/fye2nY1lHapbtBl6ZmZlERR1ZNNGPpUB2OBzU1NQwNDTE7Nmzqays/NHb1N/HFLoVzxkZGcTESKyIxeaYBAjTI/TkxgUyKy6AWbEBxAWqqSgvx2y2MXv2/CNy+3c4Rf60oZqPiqU231/OmMZ5s6M50DJMMRIoVCkE8uIDMNm8fQhNNhGtQiTWX0nTiBURKz5qBb9YksSV8+NklS/A7sZB/vxZjWyGvDo7grtXphPko+alXa08ubUJm0OUlL6nZRDt6GF4YICCggIvY/oHvqxjzDL1+aAAFqWFsKmqj3cKO9GolJw6I0J+/MPiLv70abVXa9R9ZK+YF8d1CxO44vWDdI1YCPaVVNUC8NC5WXxbP8DWugG0KgV/OT2TP3xSg1OUANn+FslfUKdSMCRKPohWu4M73q+Qt3XJdB0P7xqWt3vq9Ej+9XUDGgWygOe0GRHEhIdAeAipqamYzWYp1/3bCbP0NO0YAwMDBAcHc6BVer2CpCB5BtTNFHqCwjHLZAZIfwgo1LuYQkGYcBcaNlpRKST/yd4xC1EBOmbG+NM2ZMJpk14/WK+hyzXLqteosNht8jzi8ztbcThF9Bol7cNmHvqqnjf2tcstbne9W9jJdYsSZd9Fz8qM8uOyuXGs3ddORdc4d56cwpPfNGF1iFz1ejHb71hIbnyg3Dp+alsz/z5/Bt0jZnY2DlHfayA3LkC+wXlxZyv+WhXXL05Er9eTlJTErFk2oreU8cTeYZxIzG3zoIkIPxV6rYaWQRMXv1zI0xfNZO1Vs7nuzRLMNqdsQA2woayHm5clERfsw+0npbIgJYS711fSO2ZFrRCIC9LRPmzm3k9r2FIzwF/OyCRUryHcX8uj58/gjJpI/rqxlrYhM9e9WcKZOZH8bkUawb4ablqaxFmzonjk6wZZgQ+QFOKDyeagZ2zqlJcB48Tn/sruNi7Oj+X5S2dhtjnY3TTE9roBvqrqkyM0rQ6R1/a2/Veg8NDyzOF1OBxyDm9NTQ0Wi4Xg4GDZdua7LG9GRkaorKwkKSnJyxdxqjaz52u4xTLJycnY7XbZ8qa0tBS73S5vOywszCvN5Wjr59A+dgPXqfDR/0J3VXHRRRdxySWXcO2117J9+3ZuuukmLr30UunB/+cfztGUTqdDqVTKYpOxsTGamiR7kzlz5vzogBB+OCh0OBxUVlbS3t7O7NmzjxgQurd1rMGaxWLh4MGD8lxjQEDAEc37HW252yOHliiK1NXV0djYyKxZs2RA6HQ6WZUVSnyQltUzwnnpslns/90SPr5RElqcmxtNtF6g8ICUkDF37twjAoR2p5O711fxUXE3CgEePCeL81zRaX87M5NlaSG8dNks9ty1hDA/rRcgFIC8hEDUahWNI05EYE64yH35AkvDTIyPDGOx2Rk22fjDJ1Vc+0YJbUNmogK0PHPRTP517gwMFikq79HNjbJA5JycCILGmzEajcydO9cLEK4v6fJaFD1LpRAQBPi2fpBBo42oAK2Xwfab+9r54yfegNBdl82N45blyfxyXRkNfUYCdCqGXAvq3SvTsNpFXnD5Ef759Axe2iUJJJJDfajukb6H2TH+dI1a0KoUDBpsbK8flI/X4jg1X9WNyAD0xIxQvqiU3kdMsI/kHinAXaekAtDUb+Tc5/ezvnwAqy6YjnFpp9NCdYT7KqioqGDj11upcL1+fICa3jErCgGZHXWTRyF6NT0e9jzuVvIkptCtUPY4PoNGO9GBkmjDHZnnbiHXD0pAZNQDoKtcbcz6PgMapSAf/4QQ6Zys7hnHKTJJDCQCT28/vG/nXSvSiHT5Sj6+pYk/rsoAYMho47b3JLb2vNnRXDpXAjO//7iKOQlBxARqGTTaGDHZyIycGCP495ZG1h2YMKDv6uoiTT3MP05LlvZblMype8ftGM0WYvSSkOuq16QUn69umU+M67gUt4+iVSlwiKJs6QNStvT6X8zlpMwwbE7JOzEp1AeVAr6p7eesZ/axpaZffv4JmWF8etNcLpsbhwB8UtrD6U/v45PSbkRRJCZQxyPnzeC1K3IJ1UvMcfOgCYUAfzk9gzNzIr3EQVPV2wc6+OXbpSgUAidPC+fWE1PwUStIC/dl1fQwdCoFT6zJ/s7X+G9KqVQSFhbGtGnTWLRoEfPnzyc0NFSKOdy5k127dlFbW8vg4KDXtXh4eJiioiJSUlJITk6WgaCbRXS3md1exYcDNiqViqioKGbOnMny5cuZN28eAQEBtLe3s23bNnn7Q0NDRw2Ofg7t458Dm/nflMput6NQKBgdHSU+Pp5bb70VHx+fHy2G7acuhUIhG1h/+eWX6HQ6IiIiGBoaOm6y/B/C3pnNZkpLS1EqlRQUFKDRaL7z+f/Nto6kRkdHKS0tJSQkhMzMTPnLcTyMst3egp7lFt6YTCYvUO9W5AmCwOc3z5vySzw0NERJSQnR0dGkp6cf0U2Q1eHktx9Usqm6D5VC4F/nTmfl9AlWzUej4plLZmGy2bnslSI5QxgkADRmtlMkp2v48YdV6cyO86etu5/PStvZsqmLPpOITVQwYhERgIsLYrn9RCly793CTv75VT0mV26v1S4By7aOLjQRgcycOdPrPW+s6OH3Hx8+8tDdDpuTEMhlc+M4aVqYyzcPXtzZwqObJ2b5PEUllxTEcufJKdzyTjklHaP4qhVyhNiV8+PJjQvkitcOApLitKHXwP6WYRSC5C85ZraTGuYrA8D4YB/q+wx841rwtUrIj1DwWJEob3tJWij3f16LTiXIYGtJaiihfhLQ+OBgJ9Xd42yvG/BS556VG8P06YmIosjT39Qh0kGEj8A3ew8CSuID1IiHRBMG+6i97GncQG1y+9jbtsZ9jCL9tbQNmWkbMpGfEIjeLL0vjcug22Cd2J7F5iTMT0P/uJU58YEUulI4ulyq6H3Nw0QHaukascjiHXd9VNzNLxYnyQDSs5QKgecuzeGcZ/djd4q8XdjBqunhfFHZx+aafj4r72F1diR3nZJGfa+Bvc3DPLG1iZkx/tidIk0DJvLiA+TWN8BfP69Fr1EyzWeMjo4O5syZQ2BgIJGhQdz8jjRPqlMpGLc5cQJpwUrqhyT298pZ/rx+YSp/3tzFjoYhLC4m/8ODXdy0JInIAOlzDPJV88SabN4t6uSfX9bTPGDCX6vEX6ukc9TKr94p4/zZ0fxuRZrkpahV8ftV6azOjuC+DTXU9hq4e30Vn5Z286fVmcQH+1CQFMyW2xZwxavFlHSM0jVq5U8balmRFc7HNxbw/t4GXjvQh02ceu37tmGQEx/bxVvX5DFqsmO2O+npMzJisvPKFbmkRxyfuFhBENDr9ej1ehITE7HbpXxmt+WNw+EgNDQUHx8f2tvbSU9PJz4+Xv5d999Ha3kjCAIBAQEEBAR4iWX6+vooKioC8GIRf+j65XA4jgnj+GOW3W7/TlD4s7ekeffdd1m3bh2ffvopK1eu5M4772R4ePhn/aa+r/z9/XnooYe4+uqrCQsLk80+j1d9H1M4PDzM/v37CQgIYPbs2UcNCN3bOlbvraenh4MHD5KQkEBWVpbXF+N4GGUfykaaTCYKCwtl4c2hgFChUKDRaKb8And2dlJUVERaWhqZmZlHBAgtdge3vlvOpuo+1EqBxy/I9gKE7vq6qo/FD++UAWGYn5o5CYGUd47RMmgi0EfFn07L4M2rZzNolGL7zn61mqf2j1I1BP1mgRGLSLRe4NZsByvDRqhpaOb6Nw7y589qMNkcZEbocTpFRGBuBAT6+5I5PVt+z3ank4c31XPnB5WT9s9dGqXAubnRfHBDPmuvymPl9AhULlb2iW8avQChj0qQAeHK6eHcszKNP3wsxeZpVYKs5l41PYKr5sdxy7tlWOySGGZw3MqLuyQLEacINT0G9Bol46727Hmzo+V/u+e8rs7xZWP7xOe3Ji+G913+hkmhenlf/nCqNPJiczj52KU0Pm92NBvKeuTfdX9GdqfIc7uk+c9ZSaEQLFnYJAYIDA0Pex0b9/64r4Zuku5QUHjo/KVbeBLsK313m/sNHDx4kEi1RbJicYjo1NI553ZCGbfYOSlTmv3UuB4TBMng2b39CBfwdYtlPOs/2xon/cxdGRF+XDFfMo2v6h4nN25CPf/7j6voH7egVko+hG5xSkXXGI9fkI2vRklR2yjTIvWEuVg2Ebjn4ypu3dDOp30hVA06cYoi85KDefnyXAJ0Ksx2SRVvtIm0jkrngAi8WjLGL9ZVckbYIOdmTAAAu1Pkdx95n6eCIHDhnFjevT6f2CAtYxYHnaNWUl1CkPcPdnHu8/s52DaRFDQrLpD3rs/nthNT0CgV7Gwc4qxn9vHyrlbsTidqpZLXrppNXkKg/DtfVfVx5jP76Oju4/2rpnPp3Fiv8EfP5XDEZKeux8CsuEDevU4SY/WNW7nytWI+LpkcC3k8SqVSeVne5Ofno1QqaWlpweFw0NHRQX19PcPDwz/Y8sbNHv4QFtEtlpk1axYnnngieXl5+Pr60tzczDfffMOePXumtNw5tH4u7eP/L76OP0YpEhISSE1N5cQTT+Tmm2+mtLSURx55BDg+VibHu/r6+rBarZSUlLB582ZmzJjxX1nEHE191/Y6OjooLi4mJSWFadOm/ddfkGMB1ty+iNXV1cyYMYOEhMmedcerfezexvDwMAcOHCA4OFhOcnGr7twXFrVaPen4uVvNNTU15ObmEhd3ZOkqJpuDm9eVsc01H/fUhTM5IdNblFLXO861a4v59Xvl8uzXzBh/xs0OCltHUAiSmOP+0zMp7Rhl+b93cdt7FXxV1YfV4fRajK5eEM/GW5dyxWmLqTHpufHjdnY1jaBSwOkZelqHTNicIjkhIoLGl/crx2UAOGiwcv0bJby8e6p0Fimq74SMUJ5Yk83fzpxGVpS/13H651f1PPvthOWIv04l5+n6a5X865wsHviyns8relEKUl6wyeZkTkIgfz49g1vfq6B3zIq/TsWB1hE+dC2YKg+Ll+wYf3rGrMQE6rjjpBSvVm1qsIrY2DhqXLnTvhols+ICqOgaQ6dS0NAviWpmxwUQHyyBhG11AwwYbITqNUQGaOUc5mmRfjKQqugck5nREzLCqO6TnrM0O5GQkAnFLSAre1WH3FccCgrVSgU6j/ajjwvU+brUwiWNnQiCwKL5BbKie44LlLiBpkOE5RnSuVTdPY6/Vsmh62ej6z23Dppkrz13bSjr5e8bazlc/ebkNKJcLNzDXzfy2PnTUQhSO9rN5gb7anj6ohxAAu5v7e/g3+fPQCkIbKru56Rp4bKoxilC8xhsrBrgmrXFrHxyD09vayLMT8Paq2YT5qfBZJOAodUhsrtpiFOypPfXMApP1/pwaV4Ed8zRoXBxrPtahrnpzSLshzC2aeF6ryxrd0weQNuQmcteKeLq1w+ypaZP/jxuWJzI+hsLmJcUhNnu5OGvG7jwxUIqOsfQKKXvrltlrFNJaUEb2wRu/LCR/IQgPr1prny8RFG6MQj3U5ES6sMK1w1GfLAPb1+Tx0mZYVgdTu75uIp/flUvm2P/FCUIAlarld7eXmbMmMGyZctITEzEZDJx8OBBtm3bRnl5Od3d3ZOEe55qZjdgdCuaPUGiGyBOBfAEQZCFMgsXLmTZsmXExcXJxtlbt26lrKxsyu3/L7SPf+6EmsLhcMgfTEJCAgsXLuTDDz/8iXfrx6kDBw6Qn5+PzWbjD3/4gyy9d4O04zUkOhV753Q6qa6uprGxkdzc3EnRcMdyW0dSdrudsrIyent7v9PE+3iCwq6uLhk4Z2RkyD93380qlcopAaHD4aC0tJSenh7mzp17xApzg8XOjW+VsqtxCB+1kucuyWFx2sRrDBis3P9ZDWc/u5/dLmWsUpDm0so6xzDbnUyL1HPqjAi+ru7ntvcqWF/SzbjFQZCPWhYveJ6FaeF6jDYH937ewD+29jBuE8mK8uP+U+LZ2mzEZHOSHuAk0EfN3nYjWpWCaxclUNoxyvkvHJgyvxhgQUowwXoN39QO8PyOVq9z3+EUuW9DDa+7sopBUjobPNqVl86N47kdrby1X5otiwjQMmS0kRLmy6PnTedX68oo7ZDECWNmu9wijA7UEuJim+YnBcn79/czMxky2rze+0MXzOLxbyZm5a5dGC/nJ2dF+8mzdX84dcKnz52ScvasKDZVTRhWn5Y9weRur5/whSxIDJJnC2dET4Bid4kuiO7JCygEsBgNk64Xeg9bGncOtSBK77vfLJCbm4tKpSLb5Vfor53MNmSE610zmTYZNEovJP01ZnHgp1UyZrHLANJzCVpX2OklkvEspULguUtyEJBYub9urOfOk6Q5zOYBEw98WQfA9Gh/MlwJKp+W9TBosHHvadIc4juFnZwQr0QleL6uBII7hs38Z1szJz++m1veKePSgliiA7QyMHSKsKmqn1mx0nFuGTLzh62DnLUsj/U35MmM6baGEVb+ext7D5bR09Mjq2evnJ8g29gcWiKwt3mYX71Tzp0fVMhjA0mhvrx8eS5/P3MaAToVVd3jrHnxAH/+rAa1UjJmD9QpMNtFMiN8ifTX0DVi4fb3K/jL57U8deFMzp4VJW+jb9xO37iV1/a0YXWd03qtisfXZHPT0iQAXtvTxk1vlTJiOjIz/GNVvb29lJaWMn36dGJiYtBoNERHRzNz5kyWLVvGrFmzJlneNDU1MTY29qMZZ8fFxTF79mzZOFuj0VBfX8+WLVvYt2+fbJz9fa3Z/w/1Pw8K3QsoSG3V8vJyzGZphuXn/uY867XXXmPZsmXccsstzJw50+sOxf0BHy+28FD2zmq1cvDgQcbGxigoKDjm0XBH+77c7VmHw/G9vojHAxQKgoDJZKKuro6cnBwZOLsvUoIgoFKp0Gg0kwCh2Wxm//792Gw25s6d+70ej4fWmNnO9W+WsL9lGL1GyQuX5jA3KRgAq93JSztbOPU/e3insFMGNkpBYn8GDTb0GiWhejXVPQY+K+9lwGBFr1GSFq7HR61g2GTD4JrFUwiSP+H9p2fio1Zy9rP7+Ky8F6UgcNPSJB4+bzqP7+ph3CqS7A9zksP4tkNqMV6eamNrYTWXv1JI96iFQ2fn9RoFcUE6djcO0TFsJsxPw+rsSLkNa3NI4hl3ixakCMAxkx0nE76OThGe2tYMSLnBXSMWQnzVLE0PZfXT+2STboUg2esA+GsVpIXr6R2zEheko7ZPYr2yovz4x5f13Le+TN7m1Qvi+bqqn37XPF+4n4aEEF+qu8fRqQSqXEkX6eF6pkdLIKtn1MK3LsB3bm7UlK1jgK210nOCfFSAwKDRhkohMC3Kj8PdFio9qEKdUmD//v3s2LGD6upq2afT34O5c6fs9PRKwLTPNHE9dSebDBmsXoAuwl+LIAic4AJ7ateHpxC8BSxuFlKjVOCjVnrts8Mp8o8vDs8Wpkf4cZWrjVzTM45CITDbpQBeu7edorZhAE70YL/v21DDtCg/rlkg/d5nDVZuXJIoe246nBL7e/uJKcxLCgKkhJPHv2lizCJlG5tsTrQu1FfSMSYnwFR3j3PJy0UISjUPnjNd3maXEW7+YoCtxXVs3bqVwsJCWlpauG5uBOfmRsvHxV2+6okTfWNFL0se2cm1bxTzYXEXYxY75+RG89nN88iNC0BEUmwvevhbnvqqjKszRbQqgZpeI8vSw7hxSSJalYJ9LcNc8OIBfDVK/nhqusxwj1kc/POres54Zi9fVPZKptGCwC3Lk/n3+TPwUUst64teKqSh7/jau/X09FBWVkZ2dvaUwkS35U16ejoLFixg8eLFREdHMzIywr59+/j222+prKykt7d30rpxqCeiJ4s4VZt5KpDoNs7OzMxk8eLFLFmyhKioKAYHB9m1axfDw8N0dnZOuf3/L/VzAK7/TSnKysrYt28fH3/8MVdddRVlZWUsXboU+N8BhS+88AJ33HEH69ev57e//e2kVJPjDQo928ejo6Ps378fnU5HXl7eMR+yPdrW+NDQkNyenTVrlper/lT1Y4NCu91Oa2srdrud/Px8uc3nCQjVavWU+zkyMsLevXvx9/cnLy/viGc0h402rllbTHH7KAE6FS9fnkteQhCiKPJlZS+nP72XRzY3Mm5xeEVleYpEDVaHlOWrUhAfrEOvUWKwOqjvM8gt5jC9hntWprP7t0t47IJsqrvHueMDqQWbFOrDm9fkcVF+DDe+WUrvmJVYvcBZcxJYVyJl9t6zKo0+TRQvlZmwOUEtiHi68fiopaiv9mEzAToVt5+Ywhe/ms/FBbEoFQJWu5Pb36/gs/IJMBWqVzNqsuEE8uIDcIoSQHvelWSREaGnecCEUiEwarbz6u42xl2K2kWpIdyzMl220TkzJ5pv6wdRKQQSQnwYNNhIDPGhacBIXa+Bwk6pjatWCKzJi+FlDzXqr5Yn86LLs1AQJpIl7lk1kf37UUkXTlFqy45ZHHS5WtHTIv2Id7WOrXYnda6Fek5iEBVdEpuZHqFHq1JOUle7wYvJOvEd8vfRsHz5crKyshBFkaqqKrZt24bCMcHQ2Vzsllrni+D6/IdchtjuZJPqXoOcaXzf6gy23r6QqEAdJ7tarOUdY0T4aeR9cp9bfePS6+xoGOSC2dLC73ml/ryiTxanHFrbavup6Bon3E/6njz8dQN/P2ua3A7/xZulmG0OZsVJLKWvWoHV4eSWd0rJUvWyIFaNQ4TX9nZwywkp8uuOWRys3dfOn0/P5PYTk+Wfj1scsmWLxSHK5t/uc0RAMu++9JUiwvRqeVYQwGgT+es+G0OB6YSHhzMwMMCePXtYEdxPfowWpyjZGCkFMNqcBPuovBTEuxuH+OMn1Sx5ZCe/eqeMvU1DXD4vnkSXGMdiF/mk1sgTpSJp4ZJA5N2iToJ81Gz45VxWZIXLLfT/bG3m8nlxBPtKx00QpLb1He9XcMnLRfJM48rpEbxxdR4xgTpaBk1c9FIh22onVNI/ZnV1dVFRUUFOTg4REZNnnKcqN4uXm5vLCSecII9T1dbW8s0331BUVDSlcfWRGmcfjkX09fUlISGBOXPmcNJJJ6HValEoFFRVVbF582YOHDhAS0vLcTHO/qH1P68+Pu+88zAajfT09OBwODjrrLP461//+lPv1zGt888/n5NPPpnkZOli5efn55V/7L7rOd6gsLu7m5qaGpKSkqac0zsWdTRgze33l56e/oPb2D+m+thkMlFaWioLR6ZSGE/FDoJ051xRUUFKSgqJiYlHfIwHDFauXVtMba+BYF81L12Wy7QoP8o7R3nwy3qK2tyxdSrMdlFW3nqWQpCi20ZMNix2pwyS3KXXKLlnVRrnzIpGEASK20a4++MqWVl72dw4bj8pBZvDyeWvFNE2bCbcR8H1y1L4y0bJg+/yuXF8UtojmzBrlQKH2hFKbA2cnxPGTSekE+Kn83jMwa/fKWNn45D8swg/DQMGKw4RTp8ZicEluuh3JYzEBmqpdWXyulW5btXtublRXDU/ngtfkpSIa/Ki5dbuqhnhbCiTmM+5iUG8d7ALrRJ5fxenhfD09gmz4YwIPb4ahWzM7QbREf5a5ie7bg5EkY+Kpdc/b3Y0Gz2ArafXYkn7iLyvJ2WEycfLzd5ZDvG0TA3TU9Ix6gXwfTVK2R4kLCwMURQZHB7Fp7YCkN6E0SLF7407lEQGaOketdA6aCJEryE9Ui/nOy9LC6W210C9B6O0KCUEH7WCrlELp2dHsqG8BwFvk2WVQqB71MLC1BDeOtA5yUz5ro8qWXtVntfPRFHk4c0NNPQZZdbL4RS59b0Knrowm6vXlmCwOrj+zRKeXDNTeh82JwlBWlqHLTxfoeL1a+Zx8zvlFLWN8G5RB79cmsTT25vl8+LatSXkxgd4bTcjwpemfiM2J142RyC1ZMP0avoNNq5/s5Tz86Jp6Dfiq1FicqX63LexkYvmxHDvabNxOBwMDg5ye2Af927ppXHUib8G/LRq2e8xVK9mwMUwC0gzk1tq+tlS04+PWsHy9FCWRsOONjNNoyJOURLVuOvBr+oZs9h55LwZ7G8Z5h9f1FHfZ+CV3W2khPnip1XSNmRGKYBCIVDSMcqlrxSxIiuc209KISvKn3evm8Nt75VzoHWEX64r47YTU7hu0Y9zjQfpml1TU8OsWbOOOnjBM/4uMzMTg8EgK4pra2vx8fGRz/lDjau/yzjb87Hv8kV0R/AlJSUREhIiG6T39vZSXV2Nj4+PV/zeTyVI+S6hyf+Ca4ti2rRpLF++nLvvvpv33nuPJ5988oiH7/+/V3BwsAwIYSLqzrOOp9hEoVAwPj5ObW0t2dnZRwVWfmgdCVhzOp3U1NQc1Vzjj6U+HhkZ4cCBAwQFBZGenj6pXeEGilMJShobG6moqCA7O5ukpKQjPsa9YxaufO0gtb0Gwvw0vHblbIJ8Vdy9vpI1LxZS1DaCRilww+JERs2OSYAw0EclR8D1jVuxOsRJc2Snz4zky1vmc25uDDZXpNdlrxbROijF1L102Sx+vyodUYTr1x6krs9IkE7BXaum8Y8vG3GKsCQthE9KuynvHMNXIzEnh6Y3qBQC584M5ZnVkSwLHuHg3p0UFxfT0dHBwKiBG94s8QKEUQFaGRCeNiOC369KY0eDxEiKSPNpHSMSE6dUCJw6I4LoQIm9yYsP5LenpHH7BxWYbA4KEgIpbh/FbHdSkBjE9jqpfXvlvBg2lkviE08AGxfkw6cerd9rFsZz36eTW6K/WzHBEu5vHqZtyIyfVsnJ08L5vHzCj9Gzdfxt/aD874KkYI95QgnImG0TOyIAAT6TL/6HikwEQeDF/X1U9E6IZOyidD629Y8SoJBAdEWr1BLTKBVMi5SYqUAfiXk60DKhntWplSxxzapqVIc7Z6XPt7h9lLNmTWYLC1tHaHfZx3ju5zMX5bA4NcQLRNb1GqjsHpNj8ApbR9hQ1k1SqMSoLQ23oFcL1A3aeejrBp5cky2PDGyt6+fK+RPrReeImaquMe5ekYbaxWzW9hoJ99NyenbkpJg+kKLvZsUGYHeKrDvQSYBOhdHq4Kr5cbKoZV1hJxe/XIjFCREREczOmcHaGxYRH6RlzAoDBhsZAdJ1bsBgk7fjfpdp4b7EBuow2ZxsrOxjbYWJPouCZekhRPpP7hw8ta2ZJY/s4JvafmbHBTAr1h9fjZLGfiNtQ2Yi/DU4XJ6R0yL9EJAUzGc8vY8HvqxDIQi8eHkuF86JQUTydrzro0pMtmN/jWxra6OmpobZs2cf0yQut93NnDlzWL58Oenp6TgcDioqKti6dSvFxcW0t7fL42bummoW8YeKVTyNod3m6AUFBZx00klkZmbicDgoKytj8+bNFBUV0dbWNmn7P3b9rzOFinXr1vHKK6/w17/+lfPOO+9HAYSDg4NceumlBAQEEBQUxLXXXuvF1E31/FtuuYXMzEx8fHxISEjg17/+NSMjI17Pc598nn/WrVv3vfvj9in0rOMFCm02G21tbXIb9MeM04MfDtZsNhslJSUMDw+Tn59/xHONP0b7uKuri4MHD5KcnCx7Iv5QQUl5eTkdHR0UFBT84FaKZ3WOmLnitYM09huJCtDy/CWz2FjRy2n/2csnpRJgiQuWslmnR/vJTJNKMbE4j5jsOERp5u7yuXHkxQfI6RgqhcAj507noXOmE6LXUNszzoUvFvL8jhacIpyVE8X6GwtYkBKC1eHkl28WUtZlwE+j4P4zpvPXjbVYHU5SwnzZUT/IiNlOmJ8ao9U5Kb7uzJxIPr95Hn87J4f5udNZtGgR8+bNIzAwkJqmdi59cS+FrRPfrZhALf3jFhyiZDvz4DlZfFra42Wa7GZ85icHsfnW+YyZ7XSNWIgO1PLYBTP4xxd1NPQZ5VnA2l4DIb5qFAKMmh1Mi9RjGJSEM26s7j5uOxsmgNu0SD1/3ViH0bWYutu5wb5qVk0Pl5/nnoE8LTuS6u5x+lxCg2mRfl7efVvrpFZekI+KmECtzBC5Pz/PRTsyQMuwcbJY4FBQCN4zbYCs0h53KMmIDgKgpKFDXkyTA6Xnu5nJ2p5xL2HCydOk91bcNkpKmO+kWUc3obm5pp9rFyZ4xeu56/7Paji04oJ9eO6SHB45b4ZXfvfDmxo5NzeKBNf854Nf1ZMQKD3u9Ani3xfMRCFIfoifVfTy7MWzCPZVU9k1TlO/kXNmTcyvNQ2Y+KSsm1cvz5UZyc5RCxvKe4gO9CEzYvI8b0nHKGF6aXvudvOG8l42/HIeaeFSZ6C0Y4yVT+yhdVBqJQb7arh2kSQ8sTqhdlRBbIAarRIMVqfXzGF9nxGrw8HlWRpWJamJ8NcwbnGwrW6QnjEpSehQuDpssrN2bzvvHeyipGMMo9WB1gXSe8essjCmumeceUlBLEgOxu4UWbu3nZVP7uGNve3cvTKNP52WgUoh8Fl5L5e/WnTY1v7RVEtLC/X19eTl5REcHHzMXvfQUqlUREREMH36dJYsWUJBQQGBgYF0dnayY8cO9uzZM6XlDTAJIH6XcfbhLGncljvZ2dksX76c+fPny9vftm0bO3fupKamZpJx949R3wUKf+4ehQAKX19feQ5rqoN5LBS5l156KRUVFWzatIkNGzawfft2brjhhsM+v7Ozk87OTh5++GHKy8t59dVX+eKLL7j22msnPfeVV16hq6tL/nP22Wd/7/4c2j4G6aT7sUGhwWDgwIEDKBQKtFrtcUtP+b4viXu/lEolc+bMOaJUD3cdS1DotsCpq6tj5syZXjcq7gvH4QQlVquVwsJCOdHDHWt4JNU2ZOKKVw/SOmgiNkjHZXNjufHtEp7Z3ozZ7iQ3LoC5SUG0D5kRgX9tapBjwOxOaXGeHu3Hr09I5uMbC/jVsiQ+Lu2iqE16Tphew1e3zOfU7EgcTpGXdrVywYsHqOkZJ9hXzeMXZPPA2VkE6NTYHU5+/cZ+9rUZ0KkE/nHWdB74so5Rs51AHxWN/UZEJFVv/7g3gJmbGMjHNxbw4NnTvXzt3PFV/uGxPFEu0DouyIAsTCfSM2rB7oRlqYE8eNY0VAoFi1JD5Hkq92J79qwoXrosl1d2t7OjYRAftYL/XDiTLTUDfFrWg1IQuGxuHB8UuwFbBHubh9EoBc6LM7K53en6vKXXc/v2NQ5MzA9V9xgwuGjEZekh8izazcsmmN8Rk01WGp+XG+2V2rLKo3VstDpodFmZFCQG0TpkYtRsR6NUkOYCKuMeCuuc2AD6PZS87vd9KCh0Op2MDPZ5/8z1nkw2JwnhLhWxX7gMxiNUEotX3NRNjL8KEShyxe5J7zUUlUKgccDIgmRpsZ9qqanrNSAIcEpW+KTHdjYOTSl0EASJ2f3sl/NY7VJli8CaF4u4OD9WZrf3tUj70zwusDgtlDtPlpTK//yyns4RM09dOBOtSsH2+kE0KgUnZU6ooSu7xnl0S6P8O0qFgF6jpL7PQI1rFOPQ6j9ENd03buXzih4++sVceT8HjTZOf3qfbD2zZk4sL12WK89bdozasDikz8i7Uy3SN25jbZWVwOBgPr95Hq9fOZsL58QQ5KPG5DLZPrR81AqvOWGL3ePGyOP19zQPM2S08c+zs8iM1DNmsfPw1w2c/vQ+AnQqXrxsAkSvebHQ67M+2mpqaqKxsZG8vLxjKk78vhIEAX9/f5KTk5k7dy5Lly6VLW+Ki4vZtm0bZWVldHV1YbVaJ/3uobY3bhZxZGREBoXfZ3nj7+9Pamoq8+bN48QTTyQlJQWLxUJxcTFbtmyRuyAWi2XS7/+39T8vNPH6j2uBFUVRBkiCIFBSUnLUg55VVVV88cUXvPjii8ybN4/Fixfz5JNPsm7dOjo7O6f8nezsbD744APOOOMM2UPx73//O59++qlsT+CuoKAgoqKi5D8/RKjxU7SP+/r6OHDgAJGRkaSmph43D8jvYwr7+/vl/Zo5c+ZRm3Ieq5lCu91OeXk5vb29zJkzR2ZS3cygTqdjz549lJWVTWodjI+Ps3fvXnQ6Hfn5+Wi12iPeflO/kStePUjniJnIAC16jZKHv26UhB2BWn61LIn+cSv7XFYqoigNyisEyE8I5J6VaWz69QLev76As3Ki+PfmRn7zYRWjZukzmBbpx8ZfzSMqUEfbkIkrXzvII183YHOInJARyvobC+QF3uFwcOfb+9jeIs2APXB2Fo9vbaR71CLPpCkFSfjRNSL97G9nTmNxaghPrsnm1SvzDpuw0DVi5vJXi6jtNcgsU1KID6M2BQ4R5sZouSBmlF07vqW0tBQf2ygPn51JgE6FU5xQR68v6ea1PZIP4gNnZ+F0wt9d6tfrFifwquuxc3Kj+LBYahWvThAxaUPoN06cL4E+Kq8830PLX6ukeUACUnqNkjVzYuTHNpT1YHU4yYzUMy1KzxeVnqrjCbB0sG1EBgrL0kPl1nFmpB6Ny0LGMyc7PVwvz0/ChL+iJyi02+0UFxejcNgmPc9tMeSOwGsbMss5smcuzgWgdUwkI1ja9se7KqisrKSvrw9ftcB8Fxh0x98d7vZ8S02/bNVyKHD8y+eHVyL761T869wZnJUTCUhA8J+bGogJUAMiZof0aqUdozhFkavmx3PGzEgcosgd71cQ5qfhn+dkISBZ1eTE+lOQGCTFDiK1oXc2DLAwJRiHUyQ+2Ier5sWhVgqy6ObQOnT/39zXgVIh8K9zZ3DPyjTZTudX75Tz2JZGRFFkQYpkmO0Gb0qBKWZ7J2583jnYyxlP7qC/u4NfL4zgm9vm89wlOfwfe2cdHleBfv/PHYm7N9a4NkljTYUKtBSX4u7uzi4L7C4s8GVhF1ncpWVxd6tbpHF3d53Y6P39cefezCSp0hZYfu/z9IEkM3fuXD33vO8559S0IIWJlmvCaMHDScPxyQEEujvYsY/Tq6p7lIe/reW+4+L4x8kJBLg70D40yR0fV/CvH+u597hY4gNd6R8zcMlbRXxUOPv9b28lPzQ3NzeTlZWFp6fn3t90CGu65c38+fNxdnamubmZTZs2kZubS0NDwx4tb2QPxYiICBwcHBT2cHqrebbSarXMmTOH1NRUjjzySMUpo6WlhfXr17N9+3bq6ur2apy9r7UnpvB/IftYI6N0eeeAtLPUajUdHR08+eSTPP744xQUFJCenr7fH7B9+3a8vLzIyspSfrdq1SpUKhU7d+5kzZo1+7Sc4eFhPDw8ZoCW66+/niuuuIKoqCiuueYaLr300r3St7sDhdMB58EoURRpamqipaWFxMREAgIC0Ol0h1XUsjsGuKWlhaamJhISEggMDPxFn3MwmEI52k+j0ZCVlaUw2LKgRKvVsmjRIiYmJujt7VWEOu7u7ri4uNDb24tsxn4gFH5tzyiXvV2s2MV0j+jpHtHjpFGRGORG29AEz1htWEDyZ1sS5cOqBH+OjPfD19r+sogi/81r598/1Ss2MwA5kV48e3YqzloVH+7q4P++r2PcYMbFQc2fj4nltPlBynobjUbufT+XHxok25J/nJLA2zvbqe8dV4bnvZy1GM0WekcN+Ls58PRZ80gL9eSEeQE2t8CZ1TIwwWVvF9ExPKkAwmg/F1oHJzCYRY6M8+OJM5PRqgRGRkbo7e2ltKaRh3ZOMjIpEO3jwEMnRFHeoeNv1hbldcsiyInw5syX8xWAW9w2zOC4kYRAN5r7xxk3mIn2ELlqRRw3ftlut07DEzPPPW8XLVq1QI/OwHHJAby/S2IcL10UpkTwAQoTedr8YPKah5Xc5fhAN+b6TLHxW+qn/AlzIr1Zlyutg+wbCJB79zLOfiWf0g4dPq5au5a5RqXCYDYroFC2ktJoNMTHREKVBMC0agGTRcTLRcOYwaxYsbTYzPh9W96DSoBJk0hadAgbWhppNzijUqmorq5Gr9cT7+rKFiC3cZCUYHe77Gzb+qmqj0sXhbM40ottjUN2f8trHqKiY4SkYI9Z3wvw0CmJ5DcPKTOircNGBAQFhI7qJYY1xt+Vv58YT2P/OGUdOm58v5S1l2Zw59HR/POHep74uZGHT0lApzdR1TWKAGypH2R5rA8eThqqukcJ9nLCaBYlQ2vTzFEHaV5VAuRtQ5N8ff0C5W8X5oSRPMedK9YWM2my8NKWZkrbR3ju3BQywr349xnzuOn9UswizA/1oKZnzA4cikiqYTetis4xC3d+38MJ1T2sCoVAfz9uXODHn4+OZGeLjk+LO9lQ3Y8FSA/z5LuKXsyiyJr5QaSGePBFSTeFrcMzgPrwpIkL3ijk1LRA3r88i4+KOnllawulHTpu/6iCI+N88XdzZEv9APd9UU1V9yh3HR2j+FrurURRpK6ujo6ODrKysuyyzX8LJQgCXl5eeHl5ERMTw+TkJH19ffT399PU1IRGo1HEKj4+Pmg0GkZHR8nPzycsLIzoaIlZthWryGJCefl7EqvYfn5sbCx6vV4RyzQ1NaFSqezi9/bmqjFb7Ulo8ntvHQNoZAAoV11dHYWFhXz88cf89NNPjI+Pc++99xIXF3dAH9DV1TVjpkuj0eDj40NX175FAvX19fHggw/OaDk/8MADHHXUUbi4uPD9999z3XXXMTo6yk033bTH5R2umUKTyURlZSU6nY6MjAyllXk4coLlmo0pNJvNVFdXMzg4SHp6Oh4eu79h/JLP2Z8aHh6mtLQUPz8/xZAaUGZNbBNK5MzPiIgI9Ho9NTU1dHdL7FBnZydmsxl/f3+8vLz2WaFW0anj8rVFCjiRwZyDWsWkyUKhtT0MEhN0zdK5XLQwTIkzk6u+d4y/flmtqJJl0LUsxoenzprHyKSJ2z+qZqNVbJEV7snDpyTatXcnJiZ45JM8vqiX1uH+E+L4vqJHWaaI5P3XPjSJRZTanE+fNQ9vFy3vF3TwwuYmLl4YxsULw2Z8z7reMS5/u4jeUYOybnEBrjT3j2MwiyyP9eWJM5IV5szT0xMHFzfu2zhM76SeQDcNt2Q4smHrTv5VqsZohhXRnlyzNJybP6igbWiSUC8nEue489zGJpy1KpZEe/PqtlYcVPDwyQk0TjhQ12vfefB01tgBwzBvJy5eGMY/vqnF01lDmXX2z0EtcOnicLv9VtU1ioNaxUmpgfzrx3rlb7YzhwCbaqVZRS9nLSFezpR1SPs0Odh+xEBmsVwdpH0r+01q1AIYJaZwfHycXbt24enpSXJyMv3VU7Yjskeh/F8Znw+OG9FNmnB30rChtk9hLWWblureCcKjshTlp09LF6+VtFLZPcbJURpKwU6lLVdh6zB9owaOnxc4AxSCxBa+e0XWjN/bru9L56dx4nO5iEgt0+ms7faGAWL8XXHSqnn6rHmc+XIB1d1j/OWzKv59ehJtQ5O8k9fO37+q4f7jYnluczPtQxKLv7F2gByrUfmGmj48nDSMTJr40+oYKrtGlVhCAB8XLQPjRqq7x7jn2Bg00xiZjHAvvr0xh/Ne20XHsJ7tjYMc98xO/ntZBkfF+/G3E+K5/8tqitpGuHLRHGpbOtnZLSgznqIIOoOFxCBXKrvG+LwJGvWu3OCtZay5mdHRcjw9Pbl9gR/3Hz2XT8sHuXzJXL4p7+HuTyr4pKgLL2ctb1+STrdOzzflPXxW3KWo8OX6tLibT4u7OTrBj3uOjaGwdYRPiztZX9OPWoDUEHdK2nWsy22nrmeMJ86Yh9csLXXbEkVRudbtzTf2t1Ky5U1oaCgWi4XBwUH6+vqora1lYmJCIWiCg4MVQAjMAH222cy2imZbIms2QObo6EhISIgSZTs0NERvby/19fWUlJTg5eWlKJrd3Nz2CdT9r5tXa/7yl79gMpno7e2ls7OTxsZGampqcHBw4Mwzz+SOO+4gLS1txhv/9Kc/8eijj+5x4ZWVlb94BUdGRjjhhBNISkrib3/7m93f7rvvPuX/09PTGRsb47HHHtsrKDwc7WPZRkWr1ZKVlWXnjSeDwsMhX5/O4On1ekpLJZPgA22x7svn7E/JjF9UVBShoaEIgqDMDoqiiFqtRqPRzAB4FouFhoYGBgYGyMrKwt3dnYGBAYnZKi3FYrHg5+dHQEAAvr6+u326K2wd4rK3i2fYkQAYzFL7SEQysPZy1vLKBWkkTUu/MJgtvLq1hRc2N2E0izhoVJjMFiwirErw4/HTk1lf3cffv6phaMKIVi1wy1FRXLwwDJUgYBFFJo0WjBOjPPNNIR/WSTex246KpLhthJ+rp1iuaD8XJebr1LQg7j0ulh+r+nh2YxOtVjbq3fx2LsoJtTu+Kjp1XLmumMFxowIIE4PcaOwbQ28WWRrjw1NnzsPBxuvNbBG56+MKitslj8ZXLswg2MuJC17fxYhhlLmeak4OGuav72xifaPEkl2zNJy/fSWlY1y+OJwXNzdJ3+XIuaREBXP2K/l2287TWcMjpyTw4Nc1dI5IQ/9PnzmPC63Ra6ekBPKWldU7MyMYZ+3UBflDawtuVYIfLg5qvquYXXWsmzTRZJ1VXDDXC7NFpMKaSZ1iAwpNFgudVsZMBisqlYDZLCptXLVoIi8vj6CgIOLi4hAEwW6dLFaWQwaXwxMmxSaldXCCpDnuJAa5U9EpfX7boKQ07xrRU9I+wsJIb9zc3EhPiiEjfISClmF8vL0Q6JsBCLHuxw01fZyePodnNzYp/oxylXToKGwdIj3Ma+abkW64k70tHBsu8E2LyITRwvHJAexoHGTA+h3e3NHKhTnSQ0aQhxNPnzWPi98s5PvKXl7a0sKfj4mlc3iS9TX93P9VDd4uWjugv7NpiCg/Fxr6xhVh0Zdl3bx3eSaXLQ7nlg9KGZ4w8ePNi/jnD3W8m9/BQ9/W0T9m5MYVkXbHcYC7E19fv5Ab3itlS/0AXSN6jn1mJy+cm8oZGcH0jRp4ekMjL2/vxNdZxRfXLeCT4i5e3dqs+FtWdo1xflYIn5V2Udo5xi3fTvLnY2I4YYk3/f399PX10dDQQKKDAzXVE+QE+fHX42P529e1vL69FWetmhtWRHLponAuXRROY984X5V1825+GwPjUw83P1T18UNVH26Oao6M86NHp6e0Q0dJuxTVaBZFdjYNcfar+Txzdspuxz1EUVSM0m1z3n9PNd3yRr5OOzg40NbWRl9fn8LieXl52QGv3VneyPcI+d6wJxZRpVLh4+ODj48P8fHxTExMKCxifX09Wq1W+fw93S92Bwr35Mf4eyrNI488ovzg7e1Neno6l1xyCatXryY+Pn63TyO33347l1xyyR4XHhUVRVBQED09PXa/N5lMDAwMzOq4bls6nY5jjz0Wd3d3Pvnkk71SvTk5OTz44IPo9fo9gh0ZFNqCsoMJCgcGBigrKyMoKIiYmJgZYMbWLPtQB2tPN8ouLS3F29tbUfMerDoQUCiKIo2NjbS2tjJv3jy7+UHbhJLZ9rvRaKSkpASDwcCCBQsUcYz81CeKIsPDw8oJX1paio+Pj/J3efa0sW+M818vnLH8IA9HVib4MT/Eg6fWN9I2NEmguyOvXphGlJ/9OVHcNsz9X1ZTa2ULEgJdqekZw2K1c/nzMTHc+3mVkrCRGOTG/52aSGyAG0azhS/Lu3l1WwvJ/g74mgf4b610TF6xOJy2IT2fWjODtSqBIE9H6vvGUQsCdx4dTZCHI+e8usvO5w4kNsv2oljUOszV75Sg05sUQJgS7E5tzxiTJpEjon14+iwJEI7qTbg5ahBFkUe+q+Wn6j4pK/YcKSv2jo8rqOySRDGvXJxJx9AEn28rBmBNpMCTP1RjsggcMdeVL3Y1Y7TAkkgvLlwcya6WIbs2qINa4MXz0oj2c1GG+G9dGc2LW5oZ1ZvRqASqrdtVLUgm1nJNGs18VSpdW05Ln8P2+gFFiBIf6EqE79SNs6BlSGn1LYvzpcnaznbWqoi0MUzuHtFjFkVUAkpUobwV5VnBwZ4u5i6LtLOSsp0zlF8vnw49OgNh3s70jxlpsYLCpCB3PkJqe5d3jpIZ7sVXZd3kNw8ps4QARyf4U9AyTFmvkUVR3myzsQ2yrS+LWjkxyYc/HRvDze+Xz/j737+q4dNrFsz4vcVioaysDJ1OxwNnLaDs1WJaByf5tqKHD6/K4r7PqyjvHKVjWM93FT0K0E4P8+SvJ8Rx3xfVPL2hkdhAVx47LZlzXy2gtneMvlEDKkHav7K/YkPfOG6OaoYnTKgEKOvQsat1WPru1y/EYLbgoFZx33Fx+Lk68MzGJl7Y3Ez3yCRtQ5NcsCCMVQl+ki+pRsWL56Xy7MZGntvUjN5k4bK3i7jj6GjOTvEktxJ2dEP/hIU7Pq5g7aUZXLwwjGc3NvLWjjactCr+fFwslywO557PKslrHuL+L6tZX+PL309MYH5oKGazWWG2qqqq8DUYuDDZlbfLJ3huUxPODmout7LWkX4u3LAikuuXR1DcNsL9X1Zx4YJQWgYn+aqsm64RPT9Z2WRPJw0q1dRcpVqQ5k3PfW0Xj65JZGW8PcMtiiIVFRUMDg6SlZV1QELA31rpdDrKy8uJiIggKioKs9msgPHy8nKMRiO+vr5Kq9lWK7AnFlEehdtbmxnA2dmZsLAwwsLCsFgsCqFQXV3NxMSE3f3CxcVFWcb/utBEs27dOlQqFZ6envj7+xMUFLRP/nTyxtpbLVq0iKGhIQoKCsjMzATg559/xmKxkJOTs9v3jYyMcMwxx+Do6Mjnn3++TwKSoqIivL2998p+zaY+PhigUBRF2traqK+vJy4ujuDg4FlfJ4PEwwUKLRYL3d3dVFVVERkZSVhY2EFnKPcXFJrNZiorKxkZGSEzM1OZjZmeUDLbyTc2NkZRUREuLi5kZ2fPug2nz5aMj4/T09OjsJJubm4EBATg5+eHu5Ma3aQZHxcNa+bPYXViAPOC3WnsH+fyt4vp1ukJ83bi1Qvm27V5xwwmnl7fyNqdbYhIM3CrE/35YFcHFlFi8Y5PCuCMlwvo1ulRCwJXHhHONcsiMJkl64o3drQozFRb/ygGi4BFhDMz5tCt0yt+fe5OatSCitbBSTyc1Fy2OJwvSrvtTHdt6xQbi5AdjYNc/24pE0azAgjTQz2o6h5l0mRhcZQ3T581D0eNmm0NA9z2YTl/OiaG/jEj7+S1IwCPrkkkM9yLFzc38U15DxqVwFNnzqN/zMhtH1ZgFuGklEAmgL7JbgJc1TiZRmnWCbho4Mr5Luh0Ov7v+7qpfQQ8e04KqSEe/GdDIwPjRsJ9nFkzP4jHfpBetzDSW/FHPC45QPH1A8kXTqc3EeLlxMJIb/786VRnwpYlBJRlgKQ8lhMoEoPc7eYT26zG4q6OGnRWJbLJCmr0BunnsDkBRERE2C3flimUwafZyhr06PSE+zhT1DaiGJInBk0xQtXdo6xJC+Krsm4KpqlSVyb483/f11HQMsyfjolhW8Og1L6eJqQoaB/nx41b8PFwJdhdTYfO/u81PWNsre9nSfSUBZbZbKa4uBiDwUB2djYODg68eF4aJz63E4sIt35QzlfX5/DUzw28vLWF+7+oYlNdP3euisHLRcvp6cFUdo3yTl47d39SyX8vy+SVC9M4+xUpYtEiSobbtnY5MmiXW+dv7mglM9wLQBlZEASB65ZH4uvmwINf1/BJsXQO5DUPkxriwW0ro1gQ4Y0gCNywIop5wR7c9H4ZJovIYz/U88MukQeOj+ahzQPsbBqiqG2E+7+o5h8nJ3D36liuWDKXkUkjKkEgxMuJ1y+az5s7Wnny5wbW1/RT/EIuD5yUwFHxfgookVv60X19TBjb+bDGwL9+rGd0qJ+LF0fi6empgJH5YZ58fu3Uve3WlVHsahnmq7Juvq3osRuTkEcTQBLH3PheGTeuiOSapXOVjkl5eTk6nY6srKyDnnj1a5ROp6OgoIC5c+cq/sFqtZqAgAACAgIQRZHR0VH6+vro7OykqqoKV1dXZV94enr+IuPs2e598qyhn58fiYmJjI2N0dvbS19fHzU1NTg5OSksoslk2uNM4e++fXzuuece0g9ITEzk2GOP5corr+SFF17AaDRyww03cM455yigqb29nZUrV/LWW2+xYMECRkZGWL16NePj46xdu5aRkRFGRqT5H39/f9RqNV988QXd3d0sXLgQJycnfvjhBx5++GHuuOOOva7T7trHv0S+Ls/pDQwMkJ6evkdF2OFMUBEEAb1eT1VVFcnJyfj5+e39TQdQ+zMnqdfrlYQS29b6viSUDAwMUFJSQnBwMLGxsft8Arq4uBAREUFERAQGg8Fu+Pi6JBWuHj4cNS9MmUOs6NRx1bpiBsaNRPu78OoF8wlwn3rY2FLXz9++qqFjWI5wCyQ+0I3HfpBm2k6bPwdHjcBV/y0BpBm5f65JYq6PC69saWZtbjtDVl86T0cVqT4WcnukdtLRCX60DU6w3Tof5uuqZXjChMliJtTLCS8XLU/+3DjjO0b7u1DfO85cH2fOz5ZsfDbW9HHzB+UYzBbl5pwV7klFp44Jo4WcCC/+c3YKTlo1Y3oT939RzcikiS9LuxVW6q7VMRyTFMBP1b08tV763HuPiyM9zJMVT2ylf9yIr6uWrLle/PXLatQCHBsmsrZa2je3LgvGSdTz4fp8yjqm9tedq6JYEu1Lj07PG9ulSLvbVkbx5vZWReAhu4EIwB1HT5lVA0pCymnz52AwWfixasoW5thpoFDORHZ3UpPfPMRmq+hk+jxhm3UOztNpChTKR7XJbAYE5vj7zNj2tkyhDAZlg+genZ5lQRIYk0FhXKCbkv4iiVIksFvcNqIwZgAhXk4kz3GnvFMnnRdqlQIIbcGWWQRVcDKRfnBqfxvP7ZrpA3v/F9X8ePMiBEHAaDRSWFionIPyTS7C14Vrls7luU3NNA9M8MKmJm5YEcnOpiFK2kf4pKiLrfUDPHxKIoujfLh7dQx1PWPkNg9xw3ulvHdFJi+el8YFr+9CpzehUQkz0lZs68eqPloHJ5QYQts6OzMEHxcHbv+oDJNFsgQqaR/hkreKWBrjw61HRRMf6MqKOD++uG4B572az+CEmaJ+gZu/7uLVC9O4Ym0xDX3jfFzUSXygKxfmhOHr6qCIwkCaqbx0UThLony4+9MKqrvHuOG9Uk5Pn8OfVsfg6qhRbJzc3Nx4ICIC7x/reHlbKy/mDzE2UsjiIEEBFb6+vnbdDZUgkDXXi6y5Xvz52Fi21w/wZVkPP1f3zqq4/8+GRna1DvPE6UnUV1cwPj5OZmbmQRv1+TVrNkA4vWTLGdn2xmg0KixicXExoijasYi2o1l7YhFlwDgdHM52D7GdW5c7m729vZSXl2MymaiqqiIoKAh/f///CebWtg4tTWWtdevWccMNN7By5UpUKhWnn346Tz/9tPJ3o9FIdXW1Ynuza9cudu7cCUBMjP2NoLGxkYiICLRaLc8++yy33noroigSExPDv//9b6688sq9ro+cfSzbnIAkfjlQ2x3bOb3s7Ox9OnkPh1m2yWSisbERs9lMTk7OIR1M3lehycjICCUlJcpcyZ4EJdOrvb2dqqoq4uPjf5HJuoODA8HBwQQHByuxWbZziP2CJ4/u0DFmsJA8x52Xzk/F20W68AyOG3j0+zrFwDrY04m/nRBHY/84j3wnsVvHJvmT3zxIi5V1ivR1pn1okg92dfBNeY9yIwj1cuLoMAh2NvGfEgG92UxmuCe1vWOK/Yq3i0aJ7PJ11dI2NKkAF7lyIry4dlkEt38ktQ2vOmIuapXAtxU93PVxBSbLFFuzKNKbkvZhxo0WFsz14rlzUxWW618/1dMxPImfmwO5TRIgvCgnlIsXhlHbM8rdn0hM3HnZIZyVGczT6xuUdbswJ5RHrSzg6jD4uUOFRbRwbFIA5x8RD8ANP2wBpNcnekP4ZD3FxUO8VWVmwij5Py6P9eXez6uU7bbZyvAtifaxA+VN/ePkNQ8hIDGym+r6le0aF2DfOh4aNyrRgtF+Lvzl8yqcrZ6I86aBwvYh63a3bmvbUqs1YDLPbl5t8zujtQ0uG3x3W5lCQJn5dHFQE+HrovgmDo4b8HbRMjhupKJDx/ywqYfKlQl+lHfq2FzXz4o4X76v7MVRo5oxA/tjdT/Hp8zj6uMC+bR+Bx3D9g+5nSN63t9axTHz5lBRUYGrqyvz5s2bwcZftzySL0t7aBmU2qQnpgTy+GlJnPJCLhNGCz06A1esLebSRWHcfGQUT5yZzJkvF9A6OMEdH5XzwnmpPHXWPK5aV4zJIhLo7ki3bvcP3G/vbOWeY2cXMh6d6M8rF8znhvdKGdWb8XTWMKo3s7lugC11A7g6qrl2aQTHRGq5d76JV+udqeiZpLF/nJOey+WZs1O4/aNyBsaN/N93dcT4u7IoaiaoBwmov3d5Fv/Z0Mhr21r4qLCT3KZBHjklkQwrmynXLSuj0ZtF3trZxroaiI2aS4ijdL0tKyvDy8tLYZZsW48OahXL4/xYHufHmMHE+up+virrZkv9gF0E4Nb6AZb+awu3pDtw7qrs/c5r/y3WvgDC2Uqr1SqWc6IoKo4ILS0tVFRU4OHhoQBEd3d3O5A3G4toO8+/LyyibNwdEBCAxWLh+++/x8vLi87OTiorK3F1dVXUzL+2PdDBqMMSHujj48M777yDTqdjeHiY1157zU5KHxERgSiKrFixAoAVK1bMQPjyP7ltc+yxx1JYWIhOp2N0dJSioiKuvvrqfVKburu7I4qiHVt4oCBteHiYvLw8XFxcSE9P3+enuUOtQJ6YmKCgoECZsTjUSrV9aR/39PRQWFhIeHg4CQkJynuMRuMeE0pk1V1tbS3p6ekHNXVHrVbj7+9PUlISy5Ytw+QXw0NbRxgzWIhyF7k5VWC0v5uJiQm+LO3mxOdy+bxEyqK9KCeUz67NprJrVAGE80M9+Lail5bBSbTWGbTGfsnq5eOiLiaMFhKC3HjkpFjuzxSZ56fhxXKBkUkz0X4u1HSP2vnxDdoMrcsATK6UYHdeuSCNv50Yz5b6AfrHjIR4OXFiSiCfFndyx0flCksjAkujfSjrkL5bZrinHSDc0TjIu/mSaGNMb8JkgdWJ/ty1OoahcSPXv1vKuMFMToQXd6+OYVNtPy9sbgYkBuf7il7GDWZiPESc3DxoGzHh5+bA/cdP3ezl1q+jWmDdNVIqwoDZkW+rpVbuCSEGXvmxTGkxBro7Km3Ge46xfzj82GpDc0SMD3M8newNq6exhHlWE2ZAAZYyoJo3x155LwNBWyZJLtF6v9gbKJzOi/WNGgj2lNp+MlMI2ImVpLlC6YaSP62FfLQ13WR7w6BiEK223rw0NsZ562v6MZotaNUqLrNRaNvWf7Z2sTM3D71ej4uLywzvOJDVyKkKk3nVuhKCvZx44KQEu9e9vr2Vc14rYGDMyH/OnoezVsW2hkH+/WMDCyO9edD6+m6dniPjfNkdqf9+QYfCys5WCyK8eeviDPzcHBieMOHnqmVZjA8iUjv6sR/rOfX1SsY95vL8BRmcnTkHkBwELl9bxGWLwnDUqBCBq98poWVgYreCAAeNittXRfPmxekEezrROiglGz35cwMG89T1TRAE7l4dw1nWGLsHvmumxeLFokWLWLJkCYGBgQwODrJjxw62bt1KVVUV/f39dtdIVwcNJ6YE8vy5qWy6bTH3Hx9nd0zozTDuEvQ/AQhHRkYoKCggIiJivwDh9BIEAU9PT2JiYli4cCFLly4lJCQEnU5Hfn4+mzZtory8nO7u7hkWc3syzt5b/J5c8v6LjIxUjLNjYmIwGAwUFxfT3Nz8u28f/zqJ0r9yyYB0OijcX5/Cjo4OCgsLmTt3LomJifs1fHoomcLBwUHy8/Px9vYmOTn5sKii9gQKZUFJZWUlycnJhIeHK/My8jbXaDSzKoxlc+De3l6ys7Px8Zn9Kf9g1M81fdzxeT16s8iSKG/euiybsCA/yhs7uPDl7dz1SQWD40aifZ1557IM7l4dw+vbWnni5wZAstMosrGuMU5rm+VEePHy+Wm8fnYc3roGREc3nig00TdmxM/Ngfq+cXRWQKRRCXYeh7YV5efCU2fO493LM8kK9+K2D8t5ZavUfr1iSTgf7urkns+q7BIdjozzpahtGJ3eTEaYJy+cl6oAmTGDifu+kNg52Y4kPtCVxCA3zBaRWz8so21okjBvJ544Yx69owbu/rRCWbavqwMVXaO4aETOzwnj0wppGzx4UoLSFt1Q06copo+fF4CTVoO7uzvvVekRgaPifFiUEMLbRQPW7z8F5lJD3ImwEfeYLBY+s4pvTk+fw5jexAYbS5jp84S2sXmyDMQiSqB7rq9966fdyuT5zWIPYra2tGcDhbYzhbalsn6WbGDdrdMr+cq2c4WlHSPKbJ1t5CBAtL8rUX4umCwiZlHKz5Zj/2zPa73JQp6V4V0zfw4+1u+QHjIFNAb00CL6kpCQwOTkJIWFhbPeSMN9XLhueQQg+Ss+u6GRE+YFcqp1VtXLWYOns4aqrlHOfDmf4rYR/nGyBALf2NHK5yVdnJIWxPXWZWyqHeCuo2NmZH+DNHf46rbmWbefXAlBbqy7NINwH2e6dQZKO3Q8cGI8we7S8kZNAvd918JRT2zDYBL5v1MTFVD7+E8NLInyRiVIrfozX87jjJfzeGFTkzLCMb2y5nrx6TXZnJoWhEWEl7Y0SyIaG+sZQRC4//g4Tk6dMvTeUtevCBjS09NZsWIF8fHxymzghg0bKC4unpG24e3iwDlZIbx3WTpPHOXGwjlqQj0duXZF9Gyr97sqW0A4fRb3l5ZsOZOWlsaKFStISUlBq9VSX1/Phg0bKCgooKmpSRGWyjVbPjNMzbTLAHG6cbZ8fsj3epnFTElJYcWKFYSHz/4w9nuqPyQodHR0xMHB4YCZQovFQk1NDXV1daSmph6QcOOX+vrtrtrb2ykuLiYqKoq4uDjl4D3UvohqtXpW8CkHqHd2dpKZmanMNM6mMJ4OCCcmJsjLy8NisbBgwYJDynZ+WdrNLe+XYzSLHJ3gz7PnpOLp7saWbjX3btNTMSSgVQmcmeDMjfHjDDcUc+8HeTy3qQmQoMbALCkNAhLT8+7lmbx+UTpxHmYKCgrwCgjm8TypFeysVdklZwCzzmEFezrx8CkJfHbNAo5O9EcQBP79Uz2VVmsVP1cHhsaNPPiNfYqFpGAdQqc3Mz/UgxfPS1U8+ACe+KmB9qFJNCqBCaMFZ62Kxr5xnlrfyA3vlbKzaQgXBzXPnJ2Ki6Oa2z4sZ3jCpESV9VrX/a6VkbyS14cInJE+h+Wx0hzd1vp+bnyvDJDUqGvmS7PEOxoH2VQ3gEYlcMfRseT2qhmxboZwL0dlAP8Yfx2lpaV0dXVhNBrZXDtA76gBHxctK+L8WF/Tj9764rgAVzs1MUyZVns5a+ixaWMmz3Gf8hK0lswUmkf7mF7yPpkNFKpVAo6amZdTeRtNGswKIJJb2UlBU2CtoXec5DkSSNzVMmzXSgQUhnBDTT+rrf6Lns4ayT/Rhi18t0Bie521ai7MkRj1EYMZZ+3Ua94un8DfmmC0fPlyUlNT7W6ku3btoqWlhYuzAomwguYXtzTT2D/GX46LZa6PM0MTJtJCPFgc5c2kycIDX9fwZWk3F1k/8/4vqiltH+G6ZRGcmhaEWRR5en0jz54zzy6LWq7XtrWiN+35ehjm7cy6SzNInuPO4LiRh7+t4fQIEw8fH6kAYLMInxR38cLmZp4/J0VJKPm5pp85VrZWpzdT2TXG0xsaWfnkdh75rlbxVLQtN0cND5+SyJNnJuPlrKXSCoDf2tGq2A6pBClFaHWiP0azyE3vl5Fvw0zbdiLkzGB3d3fa29vZvHkzO3fupL6+nuHhYYxGI7t27cLXSeClSxfz/c2L97g9fg8lA8LIyMiDDginl2w5ExcXx+LFi1m8eDH+/v4MDAzYMbZ9fX0z7r22DOJ0FtE2n9lkMtmpmqfX/4Iq+Q8JCuV2qk43pdzcV1BoMBgoKipicHDwFzFXB5sptFgsVFdX09DQQFpamqIgP1ygUAZ00z0RCwsL0ev1du778gkmK4xnU3INDw+Tm5uLp6cn6enpB+Q8v6/1fkEHd39SgVkUOTk1kH+dkUTL4AQXvrGLh76tZdwgsWsfX53N389ayFErlvFtryefVE09VEyHcBqVwGnz5/DFdQt46qx5pIZ40NLSQklJCZGxCTyydZja3jHUViC2p/J11XLPsbF8fX0Op6bNUcyON9b08dbONuV18YGuihBEruOTA8htGmRk0kxqiAcvnZ+Gqw1bk9s0yDt5kgegDHomjBYMZpG4AFc21w0gAI+tSSI2wJXHf6inxOpZaAuOTk8LoKxHT/vQJCFeTty9OgZRFHl9ewtXrStRbF7WXppB1lwvLKKoKIzPygxmjqej4mcI0DYsocNoPxdOW56Bs7MzjY2NbNy4kVc3SLONxyf54aBW8U25baydPUvYO6pXZuuy53opM3wwc55w0mhWAG6g+8wxEPMeQCHMzhZ6OEvbumfUQJiPBErkucLEOVNMoYikcnZ1UKPTm6jpsReKyNGHm+v6lXbypPW48XSe2p+bavsVwHJudgiuDmrqe8eJ85g6xvpGDXxaJHswqvD29ra7kfr6+tLb28v2bdu4OsGsMG5XryvBWavm8dOS0agENtUNsCrBjz+tjkGrFlhf08/X5T2khrhjMFu46f0y+sYM/O3EeHIivJgwmrnj4wpeOT+NJBuWFKRj79YPymbdrrbl6+rA6xemkRrowKRJ5PlyAa2TM5tuX8Ldq2OQcXlT/zhX/7eU7LleRPpK2719aBJHzdTN3EWrYsJo5u2dbRz7nx3c9UkFVV0zBTqrEwP47Jpslsb4YDBb+L/v67j87SI6rSIzjUrFP09LYnmsL5MmC9f8t4TituEZy5EFFFFRUUpmcFhYGGNjYxQUFLBx40YmJiYO6njMr1kyIIyKijrkgHC2cnFxITw8nIyMDIWxFUWRyspKNmzYQGFhIa2trUxMTNi9b3qbWaVSKQCxq6tLieHbU5v591x/SFAIM21p9gWkyXMLWq2WzMzMX6Q6Opig0Gg0UlxczNDQEFlZWXh7T/mc2drfHMqaDgrlbeXi4sL8+fOVuRj5qUulUuHg4DDrk1VXV5fydJmYmLjPqSQHUq9ta+FvX1UjAudmhfC3E+J5cXMzp72YR1HbCK4Oau4/Po63Lkkn2t+V5oFxznx1F5+WD8y6PEeVyPFRDrx5xlzuXR1BlJ8roigqgD0lLZ2HNvZQ3C61WM0Wcbd5qu6OGm4+MpJvb1zIBQtCcdCoWF/dR2PfOD06PfdYBRkAThoVW6d52Hk4adhU28/wpImUYHdePj/NLoFl3GBWRB3TKyfCS2mV3XRkJEfG+/FtRQ9rcyUQeveqSIVdmevjxLJYfz4s7ERASi1RqQTu+qSCx36oVwDz7SujlEi5L0u7qewaxc1RzXXLIvhwVyfdOgmQOWlVirfd3atjlBmiRYsWEZeWTVGPtcVpauPHTdvYVDtl7H3MtBQTOaMaJG+9EZvZteRp0W91HQPWbSkQEzGzDSQzl7sDhbP9Xs4/7tHpCfeWGMyWAQmYejhpCfWaship6Bol3SowyW+2BxXJc9wJ8nBkwmhBb7Lg7+aA3mRBJdjPmhrMItsa+pXln5ggLU+vclaU3AD//sl+Rk75Di4uzJ07l8zMTJYvX05OcjRnJkrr3TY0yf3v78RPPc4tR0YA8Oj39SyK8uG9y7OI9nehb9RASbsODycN3To9t7xfBiI8ddY8Yvxd6dEZuP69Up4/N5V50wzgN9QO2AH82UoURVoaarkqwczR8T6YLCJ3flzButw2Ll4Yxs67lzHHcwrQr6/pp3VQrzCeshcmwLjRwrIYHxZFemMWRb4s7ea0l/K4al0xOxoH7W72/u6OvHBuKvcfH4ezVsXOpiFOfSFP8R51UKt48sxkciK8GDeYufqdEiq7ZreLkksWvCUkJODi4oKHhweBgYE0NDQorc+WlpYDFkD+mjU8PKwAwrlz5/7aq6MwtomJiRxxxBHk5OTg7e1Nd3c3W7duZdu2bdTW1jI4ODiDQJEBohzukZKSohhnG41GOxaxu7v7/88U/h5LthfYn/ZxT08Pu3btYs6cOcybN+8X+wseLKHJ2NgY+fn5qNXqWYGqfEAfLqbQbDbT29vLrl27CA0NVWYt91VQUl9fT2VlJSkpKcrs4aEoURT5z/oGHrfGol2xJJwT5wVw5iv5PLuxCZNFZEWsL59fu4CzMoPZ3jDIdf8t5rhndlLdPTZjeT4uWm46MpJvrsvixqWhmHR9bNmyhe3bt7Nt2zZ6enrIyMziofXtMwyIp3eKnTQqrlgcznc3LeTqpRFKq7d7RM/dn1Zw6gu5XP9uKYPjRhysd/rJaUpUARiZNDFqMJM8x52XL0hT5trkeuS72pkKW5XAnauiqOwaVcDcKalBNPaNKwDykpxgvi6oUz7nHycl8uC3UoLJRQvDCPZy4vzXd/FVWY9i5JwQ6MqF1tg9vcnMU+sbrNt9Li4Oal7eOjVTJjNgQR6OLIm2Z+K/qx7CIko+i2cft5xW0UcBayGuMNHdRE9Pj3Iub2uYAu++bvYD+7ZM4cDAABvyJaYq3MeFSetCZzv6ttQP0NQ/PoMhcHaYeTnVWqkrycDaKjYZnF1sUtahU8Qm0/0KBUFQ2ML1NX0cnywxon7W7+Rk07p+9DvpmG5ubibNqR8HtUBV7yQpIVMgeGjCyHv59vnTM9bdOi91/+kLiLSCqk+qJ9hcXEPoeB0p/mr0Jgu3f1hGhK8zH1yRxXnZUodiZFIyqC5sG+HBb2pwd9Tw/Lmp+Lk5UNszxp8/q+T581KJ9bdv9e9smt2cG6QHztLSUoaGhlics4Anzkrl/AXS5z3yXR1P/FSPk0bFR1dlE2IDtk0Wkab+CbTqmXtzU90AR8T48OGVWRyfHIBKkPbvZW8XcfarBXxb0aMwxIIgcE5WCB9dlU1KsDs6vYm7Pqngjo/KGZow4qhR88w5KaSHejAyaeKKtcXU9868VtiWwWCgoKAAZ2dnsrKkiEPb1mdvby/btm1j27Zt1NTUMDAwcNgiUg+0hoeH2bVr128GEE4v+f4fERFBVlYWy5cvJzo6WrFK27hxIyUlJXR0dGAwSA+q7e3t1NTUkJGRodiW2bKIJpOJ2267jQsvvPB3zxz+IUEhzMw/lkHh9B1qC1SSkpKIjIw8KEDlYMwU9vX1kZ+fT6B1Pmh3QPVQzS/alrxNWltbqaioICkpSUl8kOcyRFHcraDEbDZTWlqqBL3vizH6gZYoijz6fR3PW9Wz1y2LYMJo5oI3CqnvHcfHRcu/Tk/i0TWJ/FTdx4nP7eTKdcVsqJ3JDoZ4OnHfcXH8ePMirlkaQZCPB3PnziU7O5ucnBxMJhNGoxG93sDN7+TzQ+XMWTW51AKckxXMdzcu5LZV0XjZGDWLosgDX1czqjfj4+ZAeafOLi1ixne0/jc2wJWXL0jDw2lqWSaLhYe+qVV8/uTycdXyygWpfF7arTBqR8b54umi5ZYPyxg3mEkPccNP38HWTukT4gNdWZfXTt+ogSg/FxZHeXHmywVUdY3ibo0HFIC/nZigmESvzW2nc1hPkIcjF+WE8sGuDnp09jOVAGdnBNvZroiiqKiOT0sPRqvVsq11CtQeNy8IjUZDTU2N0h7aVCN5F3o6a+wMnz2dNQpL19XVRWFhIRpPCWiFeDkzuRuRD8BfPqvixOd2KmIPuVxmaR/LVwrJwFoCQK02CuQEmzZqWccIWXO9AGsCy7Rr0SrrXOHP1X0cawWFg1aW0PahYHmsD3V1dTQ2NnLkokzWzJ8z6/f4z4ZGJox7vy4IgsBL56WhEqTj6sVKNYsWLeKeo0LxcBCo6xvnwhc3U1VTxw2LAnj+nBR8XbXKw85HhZ28k9dGiJcTz5+TqqiUn/ipgZfPT7NjSwfGZhd+yEbb4+PjiomzShC455hYbj5SUrO+vLWF+76oxs1RzXPnpCjt/AArcDbu5lx57Id62ocmePz0ZL65YSHnZYfgpFFR1qHjtg/LOf7ZHfw3r13ZVhG+Lqy7LIMbV0SiFgS+Lu9hzQt5bKsfwNVBwwvnpSlzj5e9XWSnOLetyclJ8vPzcXNzIyUlxe6aKLc+MzMzWbFiBTExMRiNRkpLS2cFLb+VkgFhdHT0bxIQzlZarZbAwEDmzZvHsmXLyMjIwNXVldbWVjZt2sTmzZuprKwkNjZ2huWMfN+75557+O6773jjjTf+P1P4ey13d3c7UCgDKtunMJPJRElJCT09PWRmZh5UoPJL2seiKNLc3Ex5eTkJCQlERUXt8UA81PY3gGI63d3dTUZGhrKtpieUzMYQ6vV6CgoKmJycJCcnB3d399k+4uCsp0Xk/i+rlVm8szOD+aS4k3W57YhInnfPnJ1CQcswRz65nYe/raWpf2IGYxTh68xjpyXxzY05nJsdgtM0QKDT6ZSEnWXLlvHdSBA7u3f/BLk60Z+vb1jI/cfH4z/LPNs35T2sr+lHLUDvHjzfYAqIxAW48uZF6XbgMrdpkDUv5rEur83uPclz3Hn/ikzW5bbbMaEXLAjlwa9rqO0Zw8dFw9F+Ov5TOrU1vF20fFvRgwo4ItqH6/5bxtCEkaQgN7yts25nZQaTamWphsaNvGQF4zfZ3Mynl4eTmrdy2zj9pXzarMxaQcswzQMTuDioOTbZn4ExA9ttWNdTM8OJj49nyZIl5OTkYNS60z8unWOxHhaK6qdA8Lw5kp+Z7HWWlpbGqCht91BvJ0atoHD6HpNNpeMD3ezEOjB7+1ie7+se0RM+G1NoIzZpG5ok1MsJB7WK/jGjYk0kV0a4Fz4uWkYmTYzpTUT4OmO0iIrnorLtLDo6OzvJzs7G09OTyxaHoxKgqG0Efxu2dFRv5q2drTPW2baMZgstAxOEeDtz05FRALQP63lpRydp8VFcsVTah+UDIuuKBykqKkLsKOOR5R4sCJsShj30bR0/VPaQHOzOv05PRiVItkIfF3fx8gVpeFpZ7B+r+mjqt2fXZAcCo9FIZmbmlNm9RfKau3ppBA+cGK8s8+b3ywj1dubRNYmANM95/bIIovx2nxd864flFLcNE+btzL3Wh7zrlkXg5ayldXCSB7+pYdVT23luYyND40Y0KhXXLovgncsyiPB1plun54p1xTz8bS1atcDL56cRG+BK76iBy94uUkzu5ZIBoaenJ/PmzdvjiIzsk5ecnDwraMnNzaWhoWFWe6HDWbaA8PeqwpUtb6Kjo8nJySE+Ph6DwYCnpyd1dXVs2rSJTz75hNdff53e3l4sFgv33nsvn376KT/++CPR0b9/tfgfFhS6urrOaB/D1Ozd+Pg4+fn5iKJoJ5I4WHWgoFCOh2trayM9PZ3AwMC9vudQM4UGg4HCQik/ODExUQF1+yIo0el05Obm4uzsbHfBPyTrabZw58cVfFTYiUqAtFAP3ivooHNYT7CnI9cvi6B7RM95r+/inbx2xg1movxcuO+4ON64OA0Ab2cNz5w9j6+uy+GEeYF2EWlyyQxucHAwycnJXPPfUr4qm/LR83Nz4M8rw7lriQ9uWrgj1cxF0QYY7WNycqYKcmDMwEPW9qyLgxqLKM0LzsYSOqgFRCRA+NqFaThY24qdw5Pc9mE5l7xVRH2v/YzScUn+vHVJOh8VdvFjVZ8y4xjl50L70ASfFnehEuDEEAPPVqoVpS+g5BhHB7jy1s42zKLIKalBHBXvR8vgJL6uWm45Kkp5/Qubm9DpTcQHunFSShDvFXTQN2pQPB3l8ndzZHDciFYtKN6CHxZKytrjkwNwddDwfWWvkjYSG+CqZFLL7aEO8xQoOSLWn+aBqW0b6GCgpKSEhoYGRRUvt9JDvZwY1c9uT2W0zuHND51pUjsbKJRFRD2jU0xhx5BeWY6t2ASkOLpUq4XM9BayWiVwlJUt/Km6nxPmSee+1zT7nG9qRsjKylLU+mHezhyXLL3We9prX9rcvNvvahFF7vmsirNeyaekfYQrl4QTbQVWr21r5en1Dfz7pwYFlH7XMElC+kLmz59PoKczV8YZOT3Cojyk3PJBOR8XdrAizo+/WM2qn17fSEn7CK9eOF857q55pxST9SFWVuQCZGRkoNVqaR2c4KNdHZzzagGvbm3GZLFwRkYwT501D0eNivU1/Vy5tpisuV5ctyxC+p5bm3no5ASeOyfFDhhPfVe4+M1Cmvqlc8PH1YEbVkTy0y2LuPe4WEK8nBgcN/LMxiZWPrWNh7+tpX1ogpQQDz66Kltpm6/NbeOMl/NpH5rklQvSiPB1pmN4ksvfLqJ3VHqYk10VfHx8SEpK2i9maTposfXpy8vLY/PmzVRUVNDb23tYErPkGhoa+t0DwunV3d1NbW0taWlpZGdns3z5clJSUujp6eHxxx8nOjqarKwsXn31VZ5//nliY2N/7VU+KPWHBYXThSay4shkMtHf309+fj5+fn6kpaUdEuXrgYBCWc0rt1A8PDz2/iYOLVM4OjpKXl4ezs7OdtF0ssfTngQlvb295OXlERISMmuywsGsSaOZm98v49uKHtQCOGnVFLeNIACZ4Z6IIjy7qYntjYOoBDgq3o9XL0jji2sXcG52CNlzffjyugVsvXMpR8X77/ZC3tbWRnFxMQkJCURHRyMIAkfGSdYsKkGKcfvxpkVcuCSaS1amkfvnIzlntaT47O7uZsuWLezYsYP6+nrlyf+R7+oYHDfi5qhGpzfjqBHsBBMAWrWAh6MEFGMDXHno5ATu/LiSP39ayYubmzjxuZ18W9EzY31vWB7B46cns7G2n+et9jqycfORcb784xsJjC4JhA+bNIwZpo4jR42KUb0ZJ42K2p4x1ILAn4+J4bplcxXfxDuPjlFMq1sGJhSl852rotGbLLxinSWc7ulY3zeOWoBHTk3EQaNCN2ni+wqpFXx6utQOtTWsPiZxJotvyyKuToug1zB1fAVq9XR3d2M2m2lqaqKjo4O2QQkQBHs5MTIxO1CS13J+2Mxzz1Z9LB8dCigcMeDv7oCTRooylJkjfzdHO5BS2j7VQrY1sR4zmBg3mFlpVR7/WNXLcdYWcue05JLqQZHucanV/lVZN6N6E1cukW7UNT1jdqz3hHFqH0yvCYOZtsEJRiZNXPZ2EblNQ7xwXipqaxv5k8JOXBzUync0WUTu+rgCdw9PYmNjWbJkCfecuZinTgxBq5Lec+8X1dyybidHRjhxyUJJZfuXz6oY05sU5rhlcIL7Pq9S2DQHBwfmz5+PRqOhZWCCE57dyV+/qqa8U8e/fmrg3Fd3Ud09ysp4f14+Pw13Rw27Woe56I1CTksPYmW8H0azyM0flJE8x52Nty3h3uNiZ4B4g1nktJfy6BmZenhw1qo5LzuUb27I4fHTkkgMcmPCaGFtbhvH/mcnd35cQVP/OPceF8eL56Xi7+ZAQ984575WwEeFnbx0XirBnk40D0xw+dvFtPcOkZeXR0BAAImJib+41Tjdpy85ORm1Wk11dfUeFbYHs4aGhigsLCQmJuZ/BhD29PRQVlZGSkqKYqMmW95cffXVlJWVcfPNNyOKIhkZGZxzzjlERkZy3XXX8dVXX/0uxUFy/WFB4fT2sSzIaGtro6ysjLi4OGJiYg7ZfMD+gsKRkRFFzbs/ySlw6JjCvr4+CgoKCAkJISkpSflOssJ4T4KSpqYmSktLSU5O3mv7+5fWmN7ENe+UsLG2H5UgqUjHDWY8nTRo1AIFLcN0jujxdNZw+eJwvrtxIc+cncKiKB+79Yry271Popy6UldXR0ZGBnPmTM1xnZsdyp9XR7PjrqVcsWSuwt7JJSs+s7KyWLZsGeHh4QrYfu7TTXxVJiWojOrNCNgrKEFitjydtYzoTUT5OXNSSiAXv1XE9sZBfqyS8oonjBYywjwJ8pgCIP9ck8h1yyOp7Brlnk8lm5fVif70jhpw1qr4tqIHg1kkzA129AqMW2/+KVaBhjzvN2my4O2i5ZUL0rhgQSgPf1fHpEnKVT4pZYrJfvLnBkwWkSOifVgc7cO7+e30jxntLFVs6+qlc0m0tle/Kutm0mQh2t+F1BAPukf0dkkl061oRFFUTKs9nDQEuDvQYSOqifJSK75xbm5utLS00NQnXQ9U44P06fZ8E02fhSl0tgEZsm2QPJuo05uYNFoItWb82s4VJtrNFerIsppYywrkut4xzn6lgL99Vc3CCC9cHdT0jhoYmTAxb87sHYwPdnVw7+dV3PlxBee9tov6vnFWWH0j/d3tmbI3trfOauLs6qjhlQvTWBjprShqq7vHuNnK/HaPGoixMofy981vHbYDmc7OzqzKiOOL63IUMcz39eOc92YJQfo2coIdMFlErn+vhCPj/AiwrttnJd385b2duLm5kZqaqjwwhvs4szDSG4sIqcHueDhpKO/UcebL+fxnfQOpIR68fUk6/m4O1PWOccHrhVx1xFyi/V3o0Rm46f0yDCYL52WHknvXEVy2KMxOlT1ptHDsMzvpGbEH2hqViuPnBfLhlVm8ckEai6MkxfJXZd2c/lI+V6wtQqMS+PTqbFYn+mOySL6Md31SyUMnJxDgLq3PZW8X4u4bSFxc3EG/5qlUKiU+dMmSJSxcuNBOYbt9+3Zqa2sZGpo5r3qgZQsIw8LCDsoyf+2SI09TUlJmHRkTRZEnnniC119/nXfffZeNGzfS39/P888/j1qt5sYbb1Tsb36P9YcFhdPbx7LIpLu7m/T0dIKCgg7p5+8Pe9fd3U1hYSFhYWH7nZwC+xZBtz9lO9OYmJhIRESEAqptFcazCUosFgsVFRU0NzeTmZm5T+3vX1JDE9Kwd64VQFjEKRZneNKE0SySGOTGP05OYP0ti7l9VTQhXvtnNWQ2m5XZ0+zsbDtLILkuXBhuZwezu5JtKtLS0sjIWcL7DdL2k9d5+mXmyDhfTBYLfaOSutXT2YF//9SgiCpEwN/NgUfXJPLy+alorTNxZ6TP4cSUIPpGDdzwXimTJgtHRPsoM3A+Llrah/S4aKB1dGpIf94c9xnzlYlBbrx/RRYezhpe2drCxtp+NCqB+46fuvEVtw3zbYWkRr59VTRjBhOvbpPYRIdZWvBRfs5cvTRC+VkWxZyRHowgCHxnw3rG+LsS7W8P2FsGJxQz8UWR3rQMTCrbzk0DqxZn4uTkhIeHB9HR0cxLz2LcJK2ro2mUlu7ZLYcAvJy1dupWuVzsQKH03wmjWWEQe2wykHenQC7t0JEa6o5aEOgYnqRjeJKhcSPN/VLM4ifFXaywMs8/VPVyTKLfrOv4afHU/GRd7xgPfl3DmRnSg8p0o3SDWeQFK0s8vVwdNDx/bgpHxfthMFu4+f0yAt0dibFu75IOHS4Oajuz7Wc2NFHUam+pE+7jwisXpCkt4q5x+FexgFatRiXAqN7C5W/mc0Ls1H78ptlCwajnjGvIbSujEayf/fhpSaxK8MNkEXl+czOnv5zHhNGszPp1jei56p1iblgegYeThuJ2SQ0tiiIqlYo7jo5h55+WcUT01Dk7abLwUVHHrNtDEAQWR/nwygXz+fDKLE6YJymWtzUMcvnaYq58p5jVif48dHICbo5qitpGuO7dUk6d54ebVjqXHts5OkOkdLBL9uK1VdhGRkai1+spKipi48aNlJaW0tnZidE4u7hnb/W/CAj7+vooLS1l3rx5BAQEzPi7KIo888wz/Otf/+Lbb78lPT0dkB5+jjvuOP7zn/9QX19PXl7e71Zw8ocFhe7u7goonJycpKCgAIDY2Nh9bsv+ktoX9k5WPldVVdnFw+1vHUxPRIvFQmVlJa2traSnpysnjpyx3N/fz8TExKwMoTwfpNPpyMnJOeTh4X2jBs59tUCZe5NLRDKXPj45gHWXZvDhlVmcNn/ODLHIvpQskjEYDAc9deXJDU30jpnQqARmQnqR1RFaKjqG6Rox4OOqpXfUQKHNzVgtwOWLw/n6+hxOSgni5a0ttA5OEuThyN3HxGAwW7jlgzK6RiQft7tWR7O+WvK4ax/WIwA20cu4Oqh4dE2i3fY8MSWQdZdmEOLlxAubm5TIv8sXhyvMqiiKPPaDZJNy6vwg4gPd+G9eO4PjRgLdHegdswcpKgGeOGOeAmAru3SUd+rQqAROTpUeIuxax0kzn+Zt/QkXRnlT3TnVSjaIAsc+V0BD39RDYZs1ZcTLWcvi7AyMGntRgu2RnBnmMet5aNs+lpkzg9lCoJWd7dHpCZuVKZwChf1jBnSTZpKsDGBByxBZc724ZaXEzj3yXS3xgdLffqjsIWBipkhHqxaUzGwBSSE+NGHkk+IuMsI8sIhT6yfXO3ntyszb9HLUqHnyzGQlzu1Pn1ZyXLK/sgzbJWlUYBZF7vykYkaecUa4F389IV752WgR2dI6oTyo9U2I/Fw3hLN6CmD+84d6Pi2yV8knBLlxopWBfn17K0+dOY9/n5GMr6uW+t5xznttF2t3tvHqBWmkBLszPGHins+quHhhGCpBesD4r40dj4tWzUvnz+f7GxZwVJwvGWGeXLts7/m8SXPceey0ZL69YSHnL5AUyxWdo9zxcQXPb2ri0kXhZIZ5MmE089L2DiK8HXF31FDUNsIN75YqcYeHo2R7oXnz5rF8+XLmz5+Ps7MzTU1NbNy4kby8PJqamhgdHd0nhkueIfxfAoT9/f2UlJSQlJQ0K1khiiIvvfQSDz/8MF999RULFiyYdTmCIBxyUulQ1h8WFMozhd999x2vvPIKHh4euLi4HFKjZNvaG1AzmUyUlpbS09NDVlaWMtdwoJ91MJhCWVAyNjZGdna2Ap7llrHsWl9UVMSWLVuoqqpSfLXGxsbYuXMnGo1GsZQ4lNXUN8Zxz+6geZodhJ+bA9cti+Cnmxfx+OnJpId5HvAT3ejoqCKSycjIOKgimdymQd63RpbNFnmXEepOSZ9I96gJjSAyMGZU/P1AUgJ/fm0Ot6+KxtVRQ0PfmDLnd8+xsbho1Tz4dQ27Wodxd9Tw7NmpfFPWg9nmhiACgjB10//biQmEeDtzxZJwBOCqJeE8emoiTlo1BrOFDTUSoPR3c+DqpVN2FD9V97GrdRgnjYobV0Qypp9iCR01M4H4dcsiiA2YaovKLOFR8X54uzjQNjihmH/DzNYx2PsTJvlp2VJSr/xsMIuMTJoItWGE24ak4yTUqhDunwZUbQ8RN32vEgVnO6tlxxRa32A0i0o6SrdOz9xZmUL7FrDkV+gFTLWQL1sUxpFx0mzcu/ntaFXQNqTHydOPhZFedu+3Ze1cHNQ8fEoiGpXAj1V9U23vaYeUySLyzAb7NBzbGp4wcdr8ORyfHIAI/GdDE5nWucoxg1nxyzRZwM9VS/vQpGQKPw1gnJwayLlZ1rQlm20qIrGrzSOiIpzxcZKuxfd+XsWbPxTYsVo3HRmJVi2wvXGQ7Q2DHJsUwBfX5nByaiAi8ObONi55q4jrlkdwRLQPE0YLz29qUo6VR76tI3eaJ2KojyvPnJPK2kszdrsdZqtQb2f+cmwcP92yiBuWR+DtoqVtaJL/bGikrneURC/pu5b16AERR41kfn3zB1Ir+3CXIAh4eXkphvBHHHEEc+bMYXBwkJ07dyrX7tni4AAGBwfZtWsXcXFx/zOAcGBggOLiYhITE2cFdKIo8sYbb/DXv/6VL774gsWLf/8RhLurPzwovOCCCwBISEhAo9EcNsXWnkDhxMQEBQUFmM1mOxXhgdbBmCkcHR0lPz8fR0dHMjIylJlGWVAiCAIBAQHKwHNiYqJiNrthwwa2b9+Om5vbQTH+3luJoshpL+czpp/6zslz3HnstCR+vHkRN6yInNX2ZX+qv7+fvLw8xcz8YIpkJoxm7vuierd/V6sEOkaMdI1KTIxJnLq7+jiIXDtPxa0ZDngIE0oU0wNf1WCyiCyP9WVlvB/r8toVFfa/Tk8ixNvJjj0BcNaq8LR6DZ6aFsQJ8wJxUKu4dWU0O+9eyi0roxVA/UlRp9Ji/tuJ8QrrajRb+PdPEiC7aGEYQR5OrM1tY3jChJ+r1g4cAUT4OHOVDaDUm8xKasQZVoGJrWAm2t9FaWXKJYoiO6wiE3dHNb315egEe+ZvYaSX3WynnM4S4uXEhNHMqN7+fLG9dZ+0eB6+vr709PQos1p1dXUI5pmecRYR5VjrGZliCm0fVoI9nfCwMRYvneZXCNKN/OFTEgj1cqJjWI+T9XCrHnfhxBTpJiZ/G9tnCEetisQgd66xbtMPizqJ8XdRwL8tYfhRYecM6xS5PtzVwSVvFaFVC0T5Stsyt3lYmQe1VcJnhHuiUQl8U97DJ8Vdyu/XWZW5lywKJSvck+niebNFegDp1JkQBBiYtLA0xgcL8ESujh+KGti4cSP5+fkYh7o5I00CeP/6qR6LKIHJ/zs1iefPTSXIw5HWwUmu/W8pgR6OHJMkzfl9U95DYpAbZlHk1g/LZ808PtDydnHguuWR/HjzIu47Lo5gDweGJ81UDoFarcLLWYNOb0ZvsqAWYHPdAHd+XKEorX+tcnJyIjQ0lPT0dFasWEFCQoJdHFxRURFtbW1MTk4yODhIYWEhcXFx/zNxfIODkpVSfHy83Sy4XKIosnbtWv70pz/x2WefsWzZsl9hLQ9f/SFBocFg4MMPPyQ3N5e1a9dyww03APwmQOHg4CD5+fl4e3sfNOXzL2UK+/v7KSgoICgoSFG32QaFywpjmWVVqVT4+fmRlJREVFQUoiji4+PD2NgYGzdupLCwkPb29kNmvCoIAjetkNpt80M9+OCKTD64MksBNb+02tvbKSoqOmRipGc2NNI6ONMbUS5HtUDXtEF4B7XADcsj+O6WIzhnaRKiKFJWVsbGjRt5/ut8cpuHcNKo+MuxsWxvHOTR76REkjtWRXNEjC/vba1hyEZx6+/mQGqIB0MTJub6OPOXY+3tFmznIy2iyLNWlinEy4kj46ZY7Q93ddLUP4GPi5YrloSjmzTx+nbJG29omsJXAJ49J9XO5ufHqj5GJk0EeTiyKEpKN/naTnU8kyWs7xtn2Nq6jHYzER8fR9c0MeAR0b52PytMoZcz/daZO9vtb0t4ZUb6KcKg5cuXExERwfj4OD0dU96PFhtkJjOFPaMGZaawbXBSmd8UBGGG2CTDGnfX0DeusJaezlruXxmMRhDRWcfAfqru5egEfxzUKjvg6u4oocYJ62zplUfMJTHIjeEJk8LOCtgDSIsIT/7UwGwV6CF9h75RAy9dkIabdfnDNvtQ3l47m4a4fnkEAA99U0tj3zjjBjOvbmuhvneci98s4pajopQ4Ots8Ynl15O3t4aRhWYwPBrPIc6UWguIzCAwMZHBwkFRNJ05qqOwa5YOdDco1brk1ieicrGBAArtFrcMcZZ3FrOwaxcdVy+C4kRvfL90nA+/9KWetmtVRTtydoucvK4JImuOGwWRhaMKkbCMZEP9Q1cs9n1XZsbu/Zs0WB+fp6UlnZyebN28mPz8fLy8v3N3df7dCCtsaGhpSruUhISEz/i6KIh988AG33347H374IUceeeSvsJaHt/5woLC7u5uVK1fS3NxMcHAwxxxzjPK3gzl7t7eaDai1t7dTXFxMVFQUcXFxB62VfaBMoSiKtLS0UFZWZmeSLQPCvUXWVVdXU19fT0ZGBhkZGYoizsvLi/b2djZt2kReXh7Nzc0HXcJ/yaIwNt22mHcuy5yRcXugJYoidXV11NTUkJ6ePutF5JdWafsIb+6QQNPfT4hDY6VybCO6xo32x83RCX58df1CrlseiauTA/7+/iQlJbFs2TJiklJ5u0zatkcHmygpLeOW90sxiyKnpgVxUU4ojY2NPL1larA+wteZCxaEsrNpCI1K4PHTknHdg0jm48IO+qxJFLIvHMCo3sSzGyWweN3yCNwcNazNbWNk0oRWJcxoi1+7LILIaQbDH+6S1uu0+XNQqwQa+8ap6ppyDZitdWzbFjwyKZg5wcGK/5xcR8TYx+e1D04xhbIQY/rcHUhgy7blrdVqmTNnDqmpqcyfl6j8fsxowUUjEuymwtEiAc7uET1zPB3RqAQMZgvdNsDedq6wvEOHh7OG2ACJAd3VIrWQOzo60HfVcfPSYOW11d1jDIwbWG5VFsuHiSxkmDBa+HBXB1q1Smkjl3fq8HHRKgDM1abt/WVZN//6sZ41L+YxYNNCD1Ba4AaCPZ1Ye0mGXbQeTAG64QkTCyK8yYnwYsJo5o6Py9GoBNZemkGUnwtdI3quf6+UG1dE4qgR0JtEwjxnf/j9pryHe46NVaLjbviwEpW7H+np6Zx49ArOz5D2/zObWvhpvZT00dnZiYNg4f7j43nzovmE+zjTrTPwc00/CdZ5zIExIw5qFVVdo9z7edVBBTh9fX0UFxeTnJjA+csS+eCKLF67cD5LorxnCMVAygH/65czW+2/dsl+n5GRkcTExKBWqwkOlpKEdu3axaZNmygrK6O7uxuTaXYLp99yDQ8PK0KZ3bGen376Kddffz3vvvuuHVb4X64/FCgsKCggKyuLsLAwnnrqKYxGo92JqFarD9vBbQvULBYLNTU1NDQ0kJaWdtDBxoGojy0WC9XV1bS0tNiZZNsmlGg0GjuGUC45gaC/v58FCxbYqXFdXV2JjIxkwYIFyixLf38/27ZtU9pwIyMjB+UC6ef2y1rEtiXH8MlJET4+Pnt/036WwWzh3i+qsIhwXHIAX5X3YLImVsgMk22FeTvxygVpPHVWyqxqWEEQeDW/j2G9ZOVy04mZPFWoZ9RgIcJN5FjfQTZu28m/fm5Ca23pR/k6Sy04qxr11pVRJNtkBE+vwXED/7SKSLQqQfHOA3h1awsD40YifJ05MyOYkUkjr1tnCaf7Ega4abnOyi7J1To4wc6mIQRQotq+Ke9W/h7l56IAJ7lEUeSH0inG7qh5YXQOT9q1N8N9nJU2rly2xtV9VjCkmZaVKwDBnrtXpk9Xlz92ajwvrwlHmJTmHxs6+2ltblZsgVpnUSALSPY1LQMTU9Y0LUM0NzdTXV1Neno6ly2PVwQ3AJ8Vd3FCirTdHa1AzWxzuv/1q2q+r+whPtBNAe226leD2f7a8P6uDqq7R/midGpby6Cwx5qmExfoJnkWzgKcQTLFfnRNEl7OWiq7Rnni5wYFTKaGeDA8YeLvX1azLFD67NZh46z2OhYRnvi5gefOTSU2wJUenYEr1hbTP2ZArVZz7coE/N0c6J+EJk0orq6uNDc3Kw+c/gyz9vwBABEGAADvC0lEQVRELl0kiUyqukdxcVAjWL+3gAQ85RnXX1o9PT2KWCE4WALvgiCwMNKbly+Yz0dXSR2L6THMHxd1ctcnlb85YAjSvF1hYSHx8fEkJyeTkpLC8uXLSU1NxdHRkfr6ejZs2EBBQQHNzc12rh6/1RoZGVHymXc3F/nll19y1VVXsXbtWk488cTDvIa/Xv1hQKFer2fNmjXcdNNNrFu3Dj8/vxkH7+FmCs1mMwaDgeLiYgYHB8nKyprVzuRgfda+ltFopKioiJGRETuT7Nki66aX7NYviiLZ2dm4uOw+WkqeZcnIyGDFihVERkYyPj5OQUEBmzdvpqqqiv7+/l89AF4OrZ+cnGTBggUHPd1Grle2NFPbM4aXs4aOIQkQOWtV5ER42aWQOKgF7lwVxZfX5bA4avfgtLhtmA+sYpV7j43jHz+00DpsJNDdkRcuzGTSLPB/uRP83C7FwJ2d7Mbzp0Vx3xdVTJosLIny5uKF9hfMMYOJxr6pdXn8x3pl/m5prI8yS9g9olcYz9tWRqNVq3hrR5sSH6eZBiZevygD1bQ2/CdW1emiKG9CvJwQRdG+dTyNJbRYLJSVl1PcKYEtDyc1UX4uNPTZs4QyqyaXKIq0K0IT5ymmcNr6fHBlFh9fncXuynmaGfKkqCEyMpIl6ckAjBhVDA8P444EQHdWNCrHt9w+lj+ytGOEzHCphbytppvGxkYyMjLw8ZG8M+8/Pl4xvV6b28aSaB/cHNWMGyWg42jD4oki3PFRBVvq+rl8STjJc9yZNFqQ0/GMZhF/t6lzWVYNf1TYqYAUuQU+MmlS2q0LIrx57LSkWccctjYM4OWi5aGTEwB4c0crm2r78XLR8tqF88kOdUFvFvm5Q1D2R4312J9etd2jeDpreem8NMUI+up3ihnVm3BxUHP9ckkp/EZeN4Ghc1m4cKGdeKJ4Vz6LnLv4v5V+RPk4MW4wI4KS5QzwxE8NbKztn33H7mN1d3crdia7U58mBkmzzd/euJALFoQqAh2QvDivWFv8i9bhYNfAwIAyb2dLVqhUKry9vYmNjWXx4sUsWbKEgIAA+vv72bFjB1u3bqW6uvo3cf2eXjqdjl27dhEZGbnbfOZvv/2WSy+9lNdee401a9Yc5jX8desPAwodHR0pKSnhzjvvRBCEGebVcPhBIUB+fj5qtZrMzEycnffPH29/PmtfT8yxsTHy8/PRarVkZmYqKmHbyLrdJZQMDQ2xc+dOvL29mT9//n7NQ2o0GoKCgkhNTWX58uUkJyfbzcWVlpb+Km2KsbExcnNzcXR0JDMzc79Mw/enantGecGaCezprKW4XYeLVkWIlzMbaqeUtEuivPnh5kVcuniuYtkyW5ksFv72VY0iEtnaMMDG2n4cNSr+fVo8xWUVPJKnp3VUwNtFy+VLozgz0ZVHvi6ntmcMT0eBWxf7YZ62vT8p6uKE53byj29qyG8e4pOiKSHByvgpa5j/bGhk0iQZZq+M92N4wshrNmyMrbDi9qMiZ7SNzRZRWfbp6cHWbTRmB/COTfKnskvH2ztb2VDdS3FxMRUdw0xaT+GcSG8EQZhxsz8i2h5ID4wbmbCCqWBPJ3qtoNAWpPq4aEkIctvj/Oj0hIwhq09igHUeb2DCTGpaGmnR0s21S2dUjm9dRx1OGkGZ8bObKxw0kpiabmfh5OKg5vHTkwDJ1PzJnxo42prqctr8IO5eHWO3LiaLyE3vl1HaPsLDpySgVQvYTiFMZ/xUguRvKNsPuTmqFcsd27b3sUkB/OmYmfFeJovIq1tbODLej/MXSN/3ns8q6R3V093ewoVzxzku0QezCBtr+4nydcFgFhWQZvfQIAhUdY0S6OHIKxek4eOipaJzlBvfK8VgsnBaehARvs4Mjk8x0dPFE/Hx8UR5qbltnoHjw6U2uy1ZLQJ3fFQ+Y8xgX6uzs5Py8nJSU1Nn9bebXiFeztxzbCwbbl3CZYvDFMGPnNbzWygZECYkJOy1e+Xs7ExYWJjygB8bG4vZbKa8vJwNGzZQXFwsjT/o95zbfqhrdHSUgoICwsPDFbeM6fXzzz9z0UUX8eKLL3LWWWcd3hX8DdQfBhQCeHl5Kf/v5ubGxMSEHQg8nKBwaGgIAH9/f1JSUg6pIndfZwplQUlAQICdonZ3ghLb6uzspKCggKioKBISEn7RPKTszJ+YmKgEwDs5OVFfX68IVdra2g75BWZwcJC8vDwCAwPtUhUOdpktIvd+XoXJIuLupKF5YAJHjQqjRaSudwxXBzU3rYjg8dOSePmC+fjvQ1t8XW471d2jeDhpSA3xUOxo/nJ0BFUVFTycq6d7XCTY04l1l2awLDmcbnUAG6wC5FsW+TLc3crGjRspKCigtbWVsfEJ3t4ptWYjfJx54Osa5fNUwhQDV9M9qrB8dx4tKZSf+KmeSav9xqlpgYqxdKiXE5cumfm0vqV+gG6dHi9nLSvj/dhWP8CD30x9XpSfpDrObRrike/qeGtTJSaTiVHXqZvXwggJ/P1Q2av8zkGjItuq7JVLVqAGuDvioFEpTKEtLlkU5TODyZxeztN8LmUhjczomSwig+NGIqzq3TGVq3J8u7u5EeI6tfz8hl466ivwd5YAS3X/zIeh7LnehFvb4Ovy2gmzWuz8WN2n5Bn7ukoPZuHezkyaLFz731IpQWS5vQ9f14jB7vvKgOlj634UBMHOb9G2LswJ5fLFM+PNXtnajMFk4Y5V0cQHujIwbuTmdwpoam4mZ0EWj5+RqryvoX8cDyc1wxMmXB3UmCwii6O8ldi4c14tYG1uG3N9nHnxvDRcHNTsbBrirk8qEBC49ahoAN7Y0TrDb1EWTyQlJXHk8mXcf1omTx0fRKSH/TVqzGDmqnXFu82C3l21t7dTWVlJWlrarAkYeyovFy13rIoh9+6l/O2EOI6fd2jN/Pe1bAGh3Abf11Kr1QQEBJCUlMTSpUvJysrC3d2dtrY2Nm/ezM6dO6mvrz9oY0L7WmNjYxQUFBAWFkZUVNSsr9m0aRPnnnsuTz/9NOeff/7v1oD6l9RhBYUDAwOcf/75eHh44OXlxeWXXz6DrZteK1asUHKJ5X/XXHON3WtaWlo44YQTcHFxISAggDvvvHOvjJK7uzTDY/v5hwMUymkglZVSrFhYWNghP/D2ZabQNt5Pzuy1WCwYDIa9Ckrq6uqoqqoiLS3toGdfygHwcptCjm7q6Ohg8+bN5Obm0tTUdNDnWDo7OxVz1tjY2EO6j97e2Upphw6VILXu1IKA3mTBaBatfoMLuGZZ5D7fMLpGJI80gHOyQnj0e0lpfFFWIN/sauChfBPDepH4QFdr8oMLPTo9f/m8CoCLc0I5e1kKixYtYvHixfj5+dHd3c2LX26ldXACNwcV/SNj1PWO4WLtQYb7OONjzUx+/Md6RCRT6bRQT1oHJvhglwQuYvxdWRbjq8xUSSkXM7ftR4VS2/uk1ED+9VM9z25qpKBlypj7mEQpf1olSuerGRUZGRnkNU+9JmuuF4WtwwrzB7BgrtcMk3K5dSzPZfbJoMJmtZbYJF7srqYzhcPW6DitWqWAs24bW5qWwQnl+I6OjiYnboolquvX09PXT6yXtH231XbPegM9M3Pqhv3Gjla8XbQMT5gotfo4yp+lN5nJCPNEpzdxxdtFrIz3U+IK5coKn2km/3VZt9IuVlTUupmuAbeujLKLNASryKWwA0eNmsfWJOGghqIuPdWE4u7ujiAI3L4qWsllHpk0o1EJjFlHDLY1DPLwKQmsiPXFYLbw8Le13PBeKcFejjxzdgpatcD3lb08+E0NK+N9SQ3xUPwId1eCIODh4cFRmYl8ftMybl0x107E1TY0yUWv7KC3r2+fuiutra3KrKevr+9eX7+7cnHQcFbmwReuHUj19/cfMCCcXvL2joqKYsGCBSxbtoywsDDF4mzz5s1UVFTQ09NzSLtA8lhSSEjIbgHhtm3bOOuss3jssce49NJL/5CAEA4zKDz//PMpLy/nhx9+4Msvv2TTpk1cddVVe33flVdeSWdnp/Lvn//8p/I3s9nMCSecgMFgYNu2bbz55pu88cYb3H///Xtc5q8BCs1mM5WVlbS1tZGenn7YmMk9fY4sKGlsbGT+/PnKLMy+CErkeLeuri6ys7N/kcH2vpYc3bRgwQKWLl1KcHAwg4ODbN++nW3btlFXV8fw8PABP4HapsjMnz//kHtxtQxM8NR6CcDJ7IxZFHF31PCPkxN48bxU5njun9H3/31Xx7jBTPIcdz4p6kBvsrB4rjumoS62d0ufE+XnwpsXpxPg7ojZInL3JxUMTRhJDHLj1pXRyrJsc5kLxyRgtDBYy+s7JdDm5ShdOJv6J/i8pIttDQNsqR9Ao5LYG7NF5Ip1RUqKzGsXpnFsciAl967gtQvSCPeRWLOhcSNnv5LPg1/X0KPTK0bYyUFuvL2zjcLWEWzrmKQAdDod7S1NADi6uCMKghJn6O6kIcbfZQZAWBoz88Ytp5nIxtUyU2hrE7Kn2U25ps8Uyu1jmBJq9NpE3bUOTNgdp/JcoUoAowWCEzI4Ik46H7fWdLNx48YZas9VCVPn3MikSWH7tlp9GgfHpWzpbp2BszKCcXVQMzhh4vK1ki2MLSDqGTXgPk0sM6o3K0xrgI0J9/RSCQIPnpzAkih78PzcxibG9UYme5o4O0baPs9taaOsY2p/yj6LMNOo/ZkNTTxz9jzuOTYWrVpgfU0/a17MA+Cfa6R5xvcLOnhmYxO3W1NfPijo3Kc2sFolcOWyKD6/dgHpoVMOBVX9Rq79b6ld23M2+6zm5mYl6/xQzIL/GtXf309xcfFBAYSzlW2M54oVK5SOVG1tLRs2bJjVFP6X1sTEBPn5+QQFBSmEx/TKzc3ljDPO4KGHHuLqq6/+wwJCOIygsLKykm+//ZZXXnmFnJwcjjjiCP7zn//w7rvv0tExe86kXC4uLgQFBSn/bGPovv/+eyoqKli7di3z58/nuOOO48EHH+TZZ5/dow+eWq3G2dnZjmE6lD6Fer2ewsJCxsfHFfHGwTCV3pfaHVNoNBopLi5meHiYrKwsZWZpXwQler2e/Px8Jd7tUIkv9lSOjo52c0PR0dFMTEywa9cuNm/eTGVl5X4NOlssFsrLy+no6CArK+sXPfnvS4miyJ8/q0A/LdVgWYwPn12bzWnz5+z3xWljbT/fV/aiFiR2qHfUSLiXlgBhhHfqpGW5Oar54MpMPJyk/frathZF1PL4acl2ps5yVXTqKGgdkZgcwQWDRSA50JmOUen49XUEP0MX//eNxDaemx1CuI8z//yhjlYr6LptZZSiCBcEgYU2QKuiU0dph46tDQN8WdqNySIyb44b6/LamV6Rvi74aQ3Shd5f2kd6k4WKzlEl1WVhhBelHTq21NtnGC+NmQnu2hTjagmsycyiyapYVgtTgGhPNZ0pHLQFhdYWcrfOQKi3EwJSu3LA5jXRPtZtY/25pk/PUSkSi9Y8KpCQnIKDgwN1dXXKDVQ11k+MvwSsnbUq+q3WQHKEWvPABAsjJMDyfVWvso49OgMPflNj1/Zt6p/g8iUzlZgyaxs4TYE8vRzUKp48cx5JNp6LA+NGnvyyAJ1Ox62nLGB1omQifcfHFYxZ27SxAa6cmmY14J52uBe3j/BVeQ8XLAjlvcuziPJzoUdn4PK3i6jsGuUvx0nzjC9sbqaqe4zlsb6YRZGn1s/utzhbzfVx4e1LM/jzMTHKtq8YhMjEVNzd3WltbWXTpk3k5ubS2NiITqejsbGRhoYGMjIy7MaSfs8lA8LExMRDAginl0qlwsfHh/j4eJYsWcKiRYvw9fWlt7eXrVu3sm3bNmpqahgcHDxgsYoMCAMDA3fb8dm1axdr1qzhvvvu44YbbvhDA0I4jKBw+/bteHl5kZU1pd5btWoVKpWKnTt37vG9slp43rx5/PnPf7bztNu+fTspKSl2WYXHHHMMIyMjlJeX73aZcmD44WAKR0ZGyM/Px8XFhfT0dEWs8GsyhTKdrlarycjIUEQu+yIoGRkZYefOnbi6upKZmXlQ490OtDQaDYGBgYpdQnJyMoIgUF5erghVurq6dtuikHOZR0dHWbBggcIkH8p6eUuzHQPm5qjmkVMSrYkM+x8DOGE085B17i7C14W63nFctRDhbOTTpqkL3aOnJuGslRih4rZhpdX8l+PiZgg+5Hprp6Qknh/qwfbGQdQCqNTSMlQCPHt2EmUDAnX9epzVIos8hnhnU4Uygxji5ThDyWxb5Z2SoCEpyE2JtYsNcKO0Q2en0AQ4Yq4LRUVFxMbGEh4itVz1Jgs7G6f8CRdEePPCNJbQ381BiZmzLUV5bFU4y0yhv7t0XF+7bHaF4vSabow+PGliZNLImhfzFOauW6fHUaNWzKDlDOSxsTEGm8rRCFPGxqUdOsK8nQhwd8BkEWkdUxEXF6fcQH18fOjq6iLGUbqGhXvYGopPrUdtr/Tgu7GmX2Ej3Z00NPVP8HN1H3E2tj7N/RMz7I3ymodpHhhXklm6R3Y/y+vqqOGF89II9pwC0R9UTZCclo6TkxN/PzGeIA9HWgYm+Mc3tcprrl8uxdZZRBRjbLke+76ecYOZhCA33r8iizPS5yACL21p5ouSbi7Okdj8R76rJTPcEwH4rqKXknZ7dnlPpRIELswJ49sbc/B01vD3E+KInONHVFQUOTk5LF26lJCQEIaGhtixYwd1dXX4+vpiNBp/c+raAylbQDhbqsfhKFdXV+bOnUtmZqbykG80GikpKWHjxikPyn0NPZicnKSgoAA/Pz/i4uJmBXulpaWccsop3HXXXdx2221/eEAIhxEUdnV1zVBlaTQa5cK2uzrvvPNYu3Yt69ev589//jNvv/22Ek0nL3d6eLX8856WCxwWUNjd3U1hYSFhYWEkJibagazDCQptL1wDAwPk5+fj5+dnJ3LZF0FJT08P+fn5hIWFkZycfNiyovenZKFKQkICS5cuVUBvQ0ODwrDYClXGx8fJzc1Fo9GQnZ19yBTGtqWbNPLk+qms2ZwIL768LodT0oIO+ML04uZm2oYmcXfUUN83jgBEugts6px6TXqoByusyQ6jepM1ZkvkuOQA1qTNbqPRq9PzdZlkBdNobcstiPRWlKmrEvyJC/Hj3QoJfFyxJBzB2Yt/bp7yubsszQOdTrfbtn5Fl7QsT2ctjf3jOGkEheULmtY+DxV7SUlJITQ0FJPVY09vMrPdBhT6umrZUNtvZ5eyLNZ31m3bZhNxNzxpUlqYMtu2PHbfxAPjBrPd543qTbg7augYmlSWKbNsthnIIyMj5OXlERo8hwgbUF7SPowgCFM5yDYzlfIYRXZ2NpetlrJ6GwYNrAqx376OGhUNfeOEeztjFkWlJZ4S7I6vqwM1PWOobfKtvyzrVtqwtvVJYeduhSbTy8/NgRfOmYej9dKgN8OzmyShk6ezlsdOS0IlwGclXXxRKl2jQ7yclEzkQA9H5nhMnYN9YwZe3NwESGzsAycl8O8zknF31FDcPsJHRZ2Kovzp9Y0stLaw//1j/X6PkYR5u7D9zqWcOW2+z9HRkeDgYNzc3HBwcCAhIQGtVqtEwRUXF9Pe3v6rq2sPpGSz7V8TEE4v+SE/OTlZEWNN96CUWdvZ9rEMCH18fEhISJj1vK+oqODEE0/kxhtv5E9/+tP/B4TW+sV3dHlj7ulfVVXVAS//qquu4phjjiElJYXzzz+ft956i08++YT6+vq9v3kPJbu1TweFB2vY1XY2LTk5mfDw8BkH3S+Nn9vXsm1Tt7e3U1JSQmxsrBLRZrFYlCfePQlKGhsbKSsrY968eURGRv4uTiJ5kD8mJobFixezePFifHx8lNgm2TTb09OTtLS0Q6Ywnl7uTlouzglDQFLovnbh/H1qUe6u6nvHFMsXnbUtF+ImUDYgohKm2nK3rZJmakRR5O9f1dA2NEmwpxN/PWH2J2mAd/LaMVlEAt0d6R8z4ueqJdcGgF28MIy3d7bRZU3sOCMzlIc392PVCxDn50iip4n8/Hy2bNkyq/9khZUplA2d5/q60DtqIMTTkR4bZsrXEVblTKk8vyyTgGfb4CQFzXLesYYvrSBWNooGWBk/c+bVbBHpsGkfyyyhh5OG4QnpC3i57JszgEUU7RIrxg1SJritwbYMqGQBSHX7AAUFBURERLC934k6Gz/Kmu4xJo3mKRNr67zk9EoO8SLM2xmjBZanxxPmOfWd4zyk79BvFc9U90jAvaFvnFcuSMPDSUNl95gC+Ixmkd5RvdKSluu9XR34ucot8D0DH4PBQF9jBfcsclXA5trcdobGpW2bGe7FtVYT7Qe+qqHFypZedcRcXB3U1PeOc+URc4n0nVqHV7a10G5j9n1sUgAfX51NeqgHo3ozW+oHCPVywmQR2dUyhFYtzZdurrMfHzjQEkWRmpoaOjs7lQAEOQouOzsbd3d32tvbFfFbQ0PDHh+CfivV19dHSUnJbwoQTi9bMZatB+Xw8DB5eXls2bKFyspKent7MZvN6PV6du3ahZeXF4mJibNe16qrqznxxBO58sor+etf//q7uJcdrvrFoPD222+nsrJyj/+ioqIICgqip6fH7r0mk4mBgYHdGn3OVjk5OQDU1UmKyqCgILq7u+1eI/+8t+W6ubnZzRTKzN0vPZFNJhOlpaX09PSQlZW1WwHG4ZwpNJvNSmrK/PnzlQuAPD8I0tOZRqOZAQgtFgsVFRW0traSlZW1Tz5cv9VycXFRGJaEhATGx8dxdnamu7ub7du3U1tby9DQ0GG5mN99TAw7717KpYtmPjDsT4miyANf12CyiIqq19NRoG1UxEGtIj3ME4sozSrKrNPnJd18VdaNWhB47LQkZb5waNzInR+XK3m7E0Yz71kNsGWrjwmjRWlx+rhoCPVy4uWtksfijSsi+cvn1XZpHbcdHc/8+fNZsWIFiYmJiKKotPVLSkqobW5X5g53tQwBKH6E5y8IVaxsALQODqx5o4LNdf3UdI/yU3UfIM3nyb57SUFu/FzdZ5ftKwDZEV4ztl2PTo/JIqJRCQR5OCqg0NfVQUn68HLeN7/N6TOFepN0bs8GCmWxSVlTF3FxcURERMxIjhGBqq5RsuZKs75FbcMYzTMfIgVBUAQnX5T10DpsQAAywjy55egE5rhrGDNa0AhSa1wAukb0eDlrePG8VJy1asWSJtjTkaxwL25YYW9ZMzxhUsQbvTqDkts8vSYnJ5VRmdOPzFLMq0UkVbpcVy+dS2a4J2MGM3d+XI7RbMHH1YFLF0kjBm/saOWtS9KJC5CAoSjCRW8V2n1WiJcTb16SzrVL5yIgMb7OWhV6k6iYgP/7p/pfnCssiiJVVVXK9dzVdWp/yp63srpWbjPrdDo7wNLX13fY7M72tWRAmJSU9JsFhLOV7EE5f/58li9frgC/6upq1q9fz9atW1Gr1Uos6/Sqq6vjxBNP5Pzzz+cf//jHIQeEDz30EIsXL8bFxWWf509FUeT+++9nzpw5ODs7s2rVKmpra+1ecyBuLvtSvxgU+vv7k5CQsMd/Dg4OLFq0iKGhIQoKCpT3/vzzz1gsFgXo7UsVFRUBKAfxokWLFAAm1w8//ICHhwdJSUl7XJarqys6nU75WWaJfgl7NzExQUFBAWazecYFZHodrvaxDHAGBgbIyspSDszZBCXTAaGc5qHT6ViwYIGdyOf3WjLrWVNTQ1paGosXL2b58uVER0crgqBNmzZRUVFB3z5aUxxoTY9GO5D6vKSbvGYpDs4sgqNaYFgvKZjvOz5OsXK5+SipLdg8MK54/l2/PIJ0q0nyyKSRK9YV8VVZD3d+XGFddhdDE0YcrPNerg5qxgxmxWJlRZw/L21tZlRvJjHIjYa+cbbUDyhmyGkhHoq4Q6VS4efnR2JiotLWd3Fx4b/bJVGAiwYmTSIuDiqMZpGscE/aBu1VpF06A2N6M9F+LjzyXS2zYZNhayLHcckBipDD390BV4eZ21r2KJzj6YhaJSig0NOarCEAO22ylPdU0611DCZp5WxBYVP/BCc+t5P6TonBGhVcFGPglBAPuyQSkOYKo/1d8XDSMGG0UNk1+0X/6ASJOS3vGEFtTep4dE0Si+KD+cvxUiazxcrbyb7h7/+Ui9NYFw8fP1eZ51sQ4U18kDurEvyJD7S/dr2d24bAlN/i9JKH+j09PUlJSUGlUnHq/DmckxlMWogHHxd1KXFyGpWKR9ck4eGkobRDp8y1XrwwDB8XLS0DE/xY1cu7l2cRYQXQQ+NGBWjLpVGpuPHIKF6/aD6B7o6KCbnBJCIgpaR8VWZPGuxPiaJIRUUF/f39ZGVl7TGhCaQ2c0hIiKKulQGL3GYuKir6TbSZe3sls/ekpKT9ImV+a6VWq/Hz8yMhIYHs7GycnZ1xdnZGEAS2bt3K9u3befjhh/nhhx8wmUw0NTVx4oknsmbNGh577LHDMv5kMBg488wzufbaa/f5Pf/85z95+umneeGFF5T5/WOOOYbJyUnlNQfq5rK3OmwDYYmJiRx77LFceeWV5ObmsnXrVm644QbOOeccRenU3t5OQkICubm5ANTX1/Pggw9SUFBAU1MTn3/+ORdddBHLli0jNTUVgNWrV5OUlMSFF15IcXEx3333Hffeey/XX3/9XmfD3N3dZzCFwAEDtcHBQfLz8/H29iYtLW2viR6HAxSOj49TUlICwPz582cVlGi12lnbpqOjo+Tm5uLg4EB2draSbvJ7LlvWMzs7W2lDyjMs8+bNY/ny5cpNTb6Yy0PORuPMm+GvWUMTRv75g8Say9FderOIv5sDb1+Szo9Vkp3I8ckBJAa5YzBbuPPjCsYNZrLnenHlEZKIYkxv4up1JVR0juLjouUvx8ZiEUVFKGIwS23oMYMZfzcHBfTNC3bnvXyJSVwR66uYZMt91BtWzD5mYNvWr5mUwIfM9I0bpBv7uQkOfF82NRApCxBWJfpR1qljZ9PQDBEKSPm2AJctDsdopTQXRc5uGdKmeBRK54XsUSgvVQQ7n8O9la16Vmb14gKm1Lh6k4WGvnF0w0MAdI1Ojas4qFVKtJ1cZR0jqASB1BDpYWx3LeTUUA/83RwYM1gUmx/5tUfG+bIo0lthTa2YmSG1N2azGaehJi6Jk/bvp8VdPPJNDQJw3TJ7trC6eyqGrntEj8liwWR9YBodHSUvLw8/Pz+SkpLs9vn9J8Sz3DrH+q8f61mbKx1TwZ5OPHiSxCS+urWF7Q0DuDpquMbaWn5uYxMi8MV1OZycEkju3Utx1Mw+3rEgwptPrs7mqHg/pYVvG2E3HUzuS1ksFsrKyhR3hv1NnJIfghISEjjiiCPIycnB09NTaTPv3LmThoaGw27i3NvbS0lJyR7j+H5vZTQaKSwsxM3NjZycHBYsWMDy5cuZO3cuRUVFXHjhhYSGhnLMMccQFxfHAw88cNjm4f/+979z6623kpKSsk+vF0WRJ598knvvvZdTTjmF1NRU3nrrLTo6Ovj000+BX+bmsrc6rCqBdevWkZCQwMqVKzn++OM54ogjeOmll5S/G41GqqurFXWxg4MDP/74I6tXryYhIYHbb7+d008/nS+++EJ5j1qt5ssvv0StVrNo0SIuuOACLrroIh544IG9rs/09rFKpUIQhAMCau3t7RQXFxMVFUVcXNw+HXCHGhTKIFW2VpHXabqgZDZA2N/fT15enhI9d7hm7Q5lyReOkZGRPSqMZasE+WIuM75NTU1s3LiRXbt20draavfU9mvVEz812LE2FhEifJ1557IMRvUmNtb2oxYEpR349M8NlHXo8HTW8OiaRNQqgQmjmWv/W0Jx+wiezhpevXA+0f6ubKkbsIuVs4igVQvctjKKHp0BJ42Kr8sk+5iMMA/e2CHd7BOD3DCLIhlhniyOmh2M2VbXsATEbGPXjo5xR9D10Dc5dbMctw4pnp0ZzD+/l1qRuxPHrE70Z3B8CszJIobppXgUetl7FDbY+NwF7sespy0YklvsMQEzuwVRYVKnY3DcqGQNA8QH2ls7lbaPsOKJrYropsDaXp9eKkFgpbWFLHsP5ltfKwgCfzomRgGs8hatHzSRlJTEsmXLuGx1BjflSIzuuvwO7n13O7Eu48ROmy3UW4Hua9taWPHvbWyqHVDcFYKDg4mPj5/1IeCapRFcs1R6AHn421o+2CXduI5O9OeszGBE4E+fVjIwJvkphnhJcYNrd7ahVgn835ok1Hu5pnq5aPnPWfO477g4O//Fbp2et6zH5r6WxWKhtLSU0dFRu7jPAy15hj0yMtLOxFmn09mZOMtzcYeqent7lXzm6QLN32vJzhFOTk7KwzyAVqslODiY999/n7y8POLi4ggICKCnp4fAwEBWrFjB448/TmVl5W9q9rOxsZGuri5WrVql/M7T05OcnBy2b98O/DI3l73VoctWm6V8fHx45513dvv3iIgIu50TFhbGxo0b97rcuXPn8vXXX+/3+kwXmgiCsN9AzWKxUFdXR3d3N2lpaftlYnoohSYdHR3U1NQQFxfHnDlzaG9vx2g0KiIDtVo96/wgSC79NTU1v7tZkz3VxMQEhYWFODs7k52dvc+xgrIjv4eHB9HR0YyPj9Pb20tXVxfV1dW4u7sTEBCAv78/rq6uh3VgubB1SLm5ypUS7M4L56Xi5azlT59KqTmnpc8hwteFrfUDvLZdspZ58KQEgjyc0JvM3PBuKfktw7g5qnnl/PkKMJFtaGzr7yfGKy3XxCA3RRHbPDDBhFFKzShpl353/fIIBEGga2QSlSDsVkgzMG7PxLloVaz0H6NiwgOYGu+wiBDuBl/nVtMxPEmQhyMLIr15b1cn0+vaZRF8Vjz1+5SQ2cce2m2UxyApXQG7tvT+CIDUAshXD3nuzstZS4C7g10SiIuTE76uWvrHjLQOTpA0R3pAsc2EBmgamLAKLqT3FrQMYxHFWVNgViX4825+Bx3D0nfKs2EVYwPcOCszmHfzp46Xsk4dZouIWiWxtletTsPFq42Hv63lk1o9dUPNLPMxUNs79UAY5eNMWdcY/eMGBsaNfF7UhtAxSGRk5G6zZOW6cUUkk0YLb+xo5W9fVuOoUXFyqpTTXNAyRH3vOH/5vIrnzknhxhWR/OnTSl7d1sJZmcF47uNcpyAInJsdQma4Jzd9UKaIWJ5c38CpaUGKrc6eymKxUFJSwuTk5CGz3JJNnIODg7FYLAwODtLb20t1dTV6vR4fHx/8/f3x8/M7aB0aW4bwfwUQmkwmCgsLcXBwIDU1ddb7WXd3N6eccgpZWVm8+eabqNVqWlpa+Oqrr/jyyy+57777uO+++7jnnnt+hW8ws2TXlNlcVeS/Haiby77Ub89P5DCWu7v7jMHM/QGFsvnz4OAgWVlZ++1qfyiEJqIoUltbS11dHWlpaQQHB0txYCqV4u+0J0FJVVUV9fX1ZGZm/s8AwuHhYXJzc/Hx8SEtLe0X5UzLCR/Z2dksW7aM0NBQhoeH2blzp2K2ejiEKgaTmdvfL7H73dIYH16/KB1vFwc21w1Q0DKMo0bFdcsi6B8zKCDxnKxgViX4YzBbuOWDcrY3DuKsVfPSeWmK2KG2Z5RtDfazdBcvDOPUtDn8XCOJO9qt4EMA+seMhHg5EeHrjMkiRaYtjPTGbBG56+MKTnkhl+0NM5Wgo3qTYjgt16oQC0lRoWzvntqGMvGzJj2Ez+skZvHYoAl2ls10IViV4Ed8oBt3rY6l4M9Leenc1N2Cdbl9HOott49nppnsDyjU2JxT8iFgsVgIcrY/HkwWUcktbh6YEuWclj7znJPnG7UqgZFJExe+vou7PqmY8brsuV64O6oZ1ZsRBCktx9Y+5sYVkXYegOMGM/W99vGQFywI5XKr2KO014zONYQY36nv39Ivvd7HipM21g0QFhG1V0AIEmC78+hozssOQQTu+aySb8p7cNaqJdN0tYqNtf2szW3nhHmBxAW4MjJpmhpJ2I+KC3SztpOlLomDWsW4ce/OEmazmaKiIvR6/WHzYLW10FqyZAk5OTl4eXnR2dnJli1b2LFjxy/OCu7p6fmfA4Rms5nCwkI0Gs1uAWFfXx8nnXQSqampvPHGG0rHKzw8nGuvvZavvvqK/v7+GdG5e6tD7brya9YfGhRObx/DvoPCsbEx8vPzUavVZGZm7ve8yf581r6WyWSipKREGYqWQarFYkGlUjEwMIDFYplVUGI0GikqKmJgYEC5KP0vVHd3t2L5ER8ff1DnSBwcHAgJCVGUtbGxsRgMBoqKihShyqFoB5lMJv763g66xqaWe3JqIM+cnYKLgxqLKPKkNdHhvOwQAtwd+MtnlfSPGYjxd+Wuo2Mwmi3c8VE5G2v7cdKoeOHcFOaHTc2zvbHdniVcEuXN7aui6ByepKJzFIGpDFwRcNKouP/4OL4olYb65VnCN3a0kt8yjNEsKnN7tlU1TTjh4yhy1bJoQsIj7P5mFiVFcGWfAYNVhHL9SQvpM85kkC7M8Fduns5aDUfE7j6ZRmYKp7ePbePWfFz3jaUC0EybcZSZjDkuM0FhmBx3Z6PU9ndzVPKk5ZJZQR83aT0K20bY0WgP2L+r6OGC13cpjKO3lVmznUH0dnHg+uX2c4KzGTzftipayUV+f1cXWZFT22/EOqkwNDSEl4OI3iyQ3z6xz6MUgiBwz7GxnJ4+B4sId39SwU/VvVYQL8UrPv5jHbU9Y9xiFUatzW3bo2H27spZq+aZs1O5fWUUG25dxFyf3Yv+YAoQms1mMjMz9zoTfijKts0sP3iGh4czNjZGQUHBAbWZe3p6KC0tnRHy8HsuGRCqVKrdWokNDAxw0kknERsby9q1a3dLBri4uODjs/cYS9vaV9eVAyl5znM2VxX5bwfLzWW2Oqzt499aubq6zgoK9+ZV2NfXR3l5OWFhYb/Ir+9ggsKJiQlKSkpwdHQkKytLOQHMZjNms5moqCg6OztpaWnB09OTgIAAAgICcHZ2Znx8nKKiIpycnFiwYMEvYtJ+KyWKIs3NzTQ0NDBv3rxDbqOjVquVbWqxWBgaGqK3t5eqqiqMRiO+vr4EBATg5+f3i242k5OTfLU5n8/qp+YIL8oJ5e7VMcpx+F1FD1Vdo7g5qrlyyVzW5raxqW4AR42Kf52ehFat4u5PKvixqg+tWuA/Z6eQHTHFcvePGfi8dOqCFObtxOOnJ6NRqZRMYq1awGCeAjr/ODmBn6r7MJpFciK8WBDhTVXXKE/9LIHTPx8To9iw2JbsTyjXTcvCiIoI57uKHszTSJGlMT58WtyFSoA/HxsrmdmO2LOMqQEadC0VbOmsxd/fH39/f7y9vWd9GDCYLArYmBKa2INCZ61q1lbt7mp6qklefj4OWi1HzIviu6Ya5fcms0VhCltsmEKQWt07m4aUn+U4uO6RqfZz36iBwXED3i4Sk1XWIcUEyoklcnRiXvMQx8+bAgLnZofw9s5WOqxznHnNQ5yRYR9pJggCb12SzpFPbGNowsR7+R2EeDnSPjQFzIb0IitjvfmofIjvKnvxm2zD3d0dPz8/AgICcHNz2+11USUI/O2EeCaNFr4q6+a2D8t59uwUzs0KYWv9IOtr+rjj43LeuzyTjDBPdrUO89ymRv5+YsLuNvse6/Ile0+kkcG7IAikp6f/Zq6Bs7WZ+/r69rnNbAsIf89WYrYlg3dRFElPT58VEA4NDXHKKacQGhrKu+++e9AZX/nacigqMjKSoKAgfvrpJ+bPnw9MpYjJCmZbN5fMzEzgwNxcZqvfxpH/K9X+to9FUaSlpYWmpiYSEhJ+8VPXwQKFQ0NDlJaWEhgYSExMjJ2gRGYJQ0NDCQ8PR6/X09PTQ29vL7W1tTg5OaHX6wkICCApKel/QlBisViorq6mp6eHzMxMJdP5cJUsVPHx8SEuLo7R0VF6enpobm6mvLwcb29vZQ5xf+aFRkdHKSws5OXyKbR09RHh3HxUtPKz0WzhaWtSyqWLwukYnlT84e46OoZof1fu/byKr8t70KgEnjpzHkui7Z+SX9nSrLRPHdQCz5+bqsx0/VwtqZltAeFFC0JIC/VQ2tPXL49EbzJz1ydSWsqRcX6cNn/2UQRbu5c4f2fOXBgDwPsF9rOSGpVAqZXVOjMjmMQgd/Qms5KwItdfTkojeY4bAwMD9Pb2Ul5ejtlsxtfXV7l5arVaSttHeGZjIyIS8PN11WI0WxTRjsX6/d330zLIaZqljEXlQHr6fJy67B8+TRZRUQnbMoUAa+YH2YHC6epnlSDNV9b2jLEgQrrZnZUZzGvbWqjsGsVRIzBmFeXkTVMrO6hV3HdcHNe+WwrA1vrZzZ0dNWreuCid017KwyJC57A9UzdoduDMhdF8VF5ASZ/Ik+ctYWxYmotrbm5Gq9Xi5+eHv78/Pj4+M0C5WiXwyKkJGM0Wvq/s5cb3y3jh3FT+cXI8a14coaFvnH/+UMdtK6O44I1CPi7s4pKF4buNYfwlJQvQNBrNYTWw39+S28y+vr7ExcUp882dnZ1UVVXh5uambHMPDw9FVPK/BAgtFgvFxcWYzWYyMjJ2G8N62mmn4evry0cffXRYEqr2VC0tLQwMDNDS0qIAWoCYmBjc3KSHuISEBB555BHWrFmDIAjccsst/OMf/yA2NpbIyEjuu+8+goODOfXUUwF7N5cXXngBo9E4w83lQOsPDwr3tX1sNpuprq5mcHCQ9PT0g+LXdzCEJp2dnVRXVxMbG6v4nVksFuXfdEGJo6MjYWFhhIWF0draSnV1NW5ubvT09DA8PKywXZ6enr9Ll3e5hT45OcmCBQsOqK1/MEs2t3V3dyc6OpqJiQl6e3vp7u5Wtr28zfckVBkYGKC4uJjw8HA+XziXE57LY3G0tx0gBMlSpHlgAh8XLWekz+GSt4owmkWOivfj7Mw5PPh1DZ8Wd6EWBB4/PYkVcfbG6gaThbV57crPT545jyg/qe02qjfZgRWQWqt3ro7l719VY7KILIz0JmuuF49+X0dd7xi+rloeOGl2RaooiuywmTP8xymSlcmYwTQDzCTNcaOkXYeHk4abjpRaoLU9Y3YZv17OGkVQ4ufnp9iBjIyM0NvbS1NTkwLKi4YdlbSLYC8nBEFgcNwg2foA8lnp7bJ/rK7TtNavR3A0KpWKaH8XBKaUvyaLiL+1HTydKTwmKYA/fTo1jzQwzRNQ/s4SKJQY3jBvZ5bG+LCpboAgDydlTrGhb5z+MQO+rlNMybJYX8K9nWgZnGRg3Mio3oib48zvGRfoxh1HR/PP7+uxiNitf8+okeQ5bgR7OtExPMnOFh2rEyVGy2w2K8KJiooKTCaTHSiXWRuNSsU/T0vC+EEZ62v6ue7dUl4+P5VHT03isreL+GBXJ4uifDgyzpf1Nf08vaGBJ86Yt6+7Yp/KYDCwa9cuHB0df1cuC4Ig4OrqqsQdGo1G+vr66O3tZdeuXYB0z5o7d67iPvF7LxkQGo1GMjMzZ2VzR0dHOeOMM3BxceGTTz75Tdio3X///bz55pvKz+np6QCsX7+eFStWAFLCyvDwVIzlXXfdxdjYGFdddRVDQ0McccQRfPvtt3bfZ926ddxwww2sXLkSlUrF6aefztNPP/2L1/cPDQqnZx/D7KBQr9dTWio9WWdlZR20J49fwhTKMXodHR2kpqYqMxG2CSW7UxiLokhdXR1tbW2kp6fj6+uL2Wymv7+f3t5eioqKEAQBf39/AgICZn3S/y3W5OSkokTLzs7+VWaC9lbOzs6Eh4cTHh4uxYFZL+SNjY04OjoqDKKXl5cCpDo7O6moqCAhIUEB/j/cvGjGsieNZp7b2ARIiRFPb2iksX+cQHdHHjwxnn/+UM97BR0IwCOnJrI6cSZ7cO/nlQpLeGF2iB1o3Fw3YDdrB3DTkVF0DE/yabGkeLtheQQ7Ggd5c8eUytkWkMhlNpvZUVDEhNXgWa2CecESoNtQ0z/jc2RrnBtWRCot0+nziDcfaT8vB1N+iLInogzKW+qmZia9tRYJOFoX521VBYNker0/ZRtq4uuqxcEKEp20agI9HOmytqs/Lepiu1XI063TM2k046SV3uyoUeOoEdCbpraBLSCTq6bH/oH2nKwQNtUNKOISB2uLv6BlyG5fC4LAP09L4pxXd6ESoLprjMy5XrN+n4tywthY08/OpiG7z7eI8E1FD8cm+fPa9la+Le9VPkM2FJZBuU6nk7Z5SwsVFRV4enoq7TdXV1f+fUYy179byraGQa75bwmvXjCfK4+Yy0tbmvnrF9X86/QkNtT0811FL2UdI8px8ktLNuZ3cXGxszL5PZZWq2XOnDnMmTOHrq4uysvL8fX1paenh5aWFry9vZVt/lsASvtbskWQLACaDRCOj49z1llnoVKp+Pzzz/cYHHE464033uCNN97Y42umC4gEQeCBBx7Yo7Xe3txcDrT+0KDQw8ODsbExRFFUbsDTgdrIyAilpaV4e3sTHx9/UJ8kD1R9bDKZqKioYGxszM5l3zahRM4wnl5ms5mysjIloUQ+cWabievp6aGiogKz2azMCvn6+v5m5m1sa2RkhMLCQiVh5/dwgbedF7IF5cXFxQBKPGJPTw9paWm7jUuU67/57XTrpPxhbxctHxV2SgDwlARe39HKW1Yj6gdPTuDElNlHH65bEamwgX86Ntbub19PS4bQqP4fe9cd31S9vp+ku033SOmgdENL9wIBQdmz5apXcIDjAqJwrwO3wHVdBfcGVEDl56ItWxBkqYhI9y7duxlN07Rpmnl+f9TzJWmTLtI2CXk+Hz7a5CQ55+TknOe87/s8DwNLIr3wxs8VUKgozAhyRYiXA9J2XQXQ2+btW4kErouaemRKBLrboaZNAn81EcrxQs3P8WRZg9fVK5JZlXi9NZKvJpKI93fG3Yl+A+4f4DoptymRAujdH+42QFZWFspEvb9tJ2sm/hbZwttp6DeAAoEAyp5e8mrJZOC3p2ZqPB/s4UBIYbdcidq2brCsLdAlU6KhvUcj+STYwx4lai1nJ1tLktRCo5KrSYpnhbiTyh2Tcb3Ff7VO2O8GINrXGfvWxCI5wGXAjgADwPpoGxQ2At19Rq0/vlCDnWkR2Hu5ARcr+OiWKftF/fW1dOrp6SE3QlVVVbC1tYWnpydeme+H506qkFXfgXX/l48v7ovBlZp25DeJsOu3OiyLYuNYIQfvna3Gl/fH6lzfoaKnpwc5OTlwdHREZGSkUZwvhgIOh4OSkhJER0eTmTexWKzRnXBwcCAE0cnJyeA7QrSJeHd3NxITE7Ve13p6erB69WpIpVL8/PPPpC1rxvBheFf3MYQ2oYmlpSUhahwOB2VlZQgMDIS/v7/efzwjqRRKJBIUFhbCyspK4wdCC0oGSijp6elBXl4eLC0tkZycrHP4Vn0mLjw8nLTfqqqqUFRUBDc3N1LRGgvLhsFAz84EBQUhICDA4E9y2qBOyimKQnt7O8rLy9HV1QUGg4GmpibIZDJ4enpqPSl2SRX4/Pde6457kvzw6k+9OZnrZwYgp6GD2HpsWxKmc74PACa52ePikzOgVFEa+1GuVOHC31Y0NG4Jcu0VpeRfVxy/+lMFWkVSTHSzI2pSddAXY3t7e8yJj0ePCx9PZ5aA/Tf5EvXI8XtVm8Zr2v6eqXthUaiG5UtO/fV2y/Lo4c338tXm9GJCfDEnxQ8NlyoBNMFCdX1+ztlSAblcPmjVmcvloqioCG+lhsLHZwLstUTqRfqwcOnvdrmNJRNShQoeLGt0CSSob+/WIIUP3xKApzKv284wmf2P6QpenxtaJgN3J/jgvXPVcLC2QKe099yiKwUlRU1cpA10xJuyqx3bl4Ti2aOa2av1gh7UCSTwc7FFo7AHv1a2YVHEwLNrdG6tn58fUUvyeDxcKy3Cal8Koi5LXBMosOH/8rHzHxF4Ir0YOQ0dmDKBBUsmA5dr2vFHtQC3BA1PLaoOOp/Z1dW1X/qKMYPD4aCoqEiDEALQ2mbm8/nIyckhqSv07Keh3fDTOelisVinIlwqleK+++5De3s7ibg1Y+QwrCNgjKFLaCKVSlFVVYXGxkZERkYOWqEZKYZLCjs6OlBQUAAvLy+EhoaSu1uaEDKZTK12M/Rr8/LySPbsUO+M+7bfxGIxuFwuGhsbUVpaChcXF0IQx2N+r76+HpWVlYiMjDQZuwWVSoX6+npQFIUZM2ZAqVRqtN/UW0H0Pt93uQFCiRyB7vY4W8pFp1SBGF8n2Fkz8f65XuHJswtCsEpHskdfWPQhIT8Vc4ga2MnWEqIeBeZP8cKuX+ugpCjMCnFDk7AHJ4o4sGAwsCNtSr+sYVooQ3uyMZlMIuxw+Xt272wZH0q1MVtLJgMKFYX5kz0xTS2qTkVRqFcTaMybPDwlIK/rOvGzs7KARKGCSNG7vv5e7qjs6CWm1j0duHjxotZ9TqOpqQnl5eWDqtyneF9P0GHZWECqUMHm75ZxQ5+5wkWRXnj3XDWxzKHTXNTRJVWiRSSFj/P1duA/4ibg44s1hBACwDWOGEKJHC5DNIAGrldnurq6kJiYCFtbW/xR24kjBa1gAJg6gYXCli58+mstFkR4Yu8fDThVzB2UFKrD0tJS40aoo6MDE3w4eP50C+o6FdiSXojV0a74/KoA311twrzJnjhdysN7Z6sxPdB1RGSOzmd2d3cnucSmALpl3JcQ9oV6m5nuCPH5fFRUVEAikWiomcd7HpsmhJ2dnUhMTNRagJDJZFi7di2am5tx9uzZYXsFm9EfNzUpdHJygkwmg0wmI3OCDAYDAoEATCaTxJuNFoYjNGltbUVZWRlCQkLg59fbJlMXlAxECDkcDoqLi/VSSXNwcEBgYCACAwPR09MDHo8HLpeLa9euDVk0oQ9QFIXy8nK0trYiPj7eZHwVZTIZcnNzYWFhoTEX6ejoiKCgIDITx+PxyD63dnTDV5d70ztCvRxwupQHlo0Fbgl2JYTw8duDsHaa/4jXa0WUN1o6pEjPbkKzSAYLBgMhnvbYfrxXELE60Zeoj9fPCkCMn6biWygUIjc3FxMnTkRQUBA5Ntr/ThBx+3tO8GRxH+8tFQVrCyaenq9ZdawXSMjsY4iHvda5xYGgruh9+adrKGvtwg9/p8NcUhO/LLwlFv5OFv32OU0QBQIBampqEBsbO6jXmXoGss3fKmU6Hzm3sQMnv8iCp6MNPr47CgwGAzOC3fDj3zOgtMWMnRUTEjWz7wpOlwYpdHewxsIIL40WPIXequrt4UO7uVUqlSgoKIBUKtW4GL+wKBRX64Ro7ujBJA8HNAilqBNIYPt3HvGvFW0QyxT9bgaGAgaDARcXF8S6uOC7wCCs2Z+NSr4EGYXtiHVXIa+NiazaNthZMVHc0onTpTwsHAYBBUC8/thsNsLCwkyKEJaUlAxpxEQdfV0SxGIx+Hx+vzazh4fHmAsPKYpCaWkpyZ3WRggVCgX+9a9/obq6GufPnzcZQc1446YmhfTcgVgsho2NDSQSCZqamkBRFJKTk0ddqECTQvUWUF9QFIXq6mo0NTUhKiqKHPhDFZTU1NSgtrZ2VLz6bG1tiZJZLpcTglhTUwNbW1tSQdT3CUWhUKCwsBASiQTJyclkptLYIRaLkZubCycnJ0ydOlUrwVcXqtCtoLfP1qBbrgLbHjhT2msZs2CKJz77tQ4AsHFWANbPHNyrbSAwGAw8MmsSrC2YePuXKiQGOOP/rjZBRQGzQ9zw9ZVGiHoUiPJxJBm3NOjWamhoKPz9NYlpu+R6pbC9W4Y/tFikPHyLP0kcoaGuTk6LHb5ZK69T02LF1vr6vla32/F1sYWdjWW/fU4f5xRFkUoXfXOmC+o+jfRcufDvSmlrhxSFzZ3wc7muNJ4R1EsK1T0h7awsNEkhT4zZfeY2Vyf64nghBwzG9c+5WiccEilUKBTEA65vu87R1hJvpk3B2q9ycayQgxXRbBwt4OBwfgv8XW3R0N6Di9faNHwRRwIXeyvsWxuPtV/loprfDVsbO3g7qtDaKQfbDpDIgbdOlSHaHfDycB/SnHdXVxeys7Ph4+ODkJAQkyOE0dHRN9zRotvMAQEBkMvlaGtrA5/PJxYqdJt5tOfKKYpCWVkZBAKBTmGnQqHAhg0bUFxcjPPnz4+aZ+DNiJuaFNJVwM7OTohEIjQ0NIDFYpHUj9GGevtX249MqVSipKSEhLLT6zsUQYlKpUJJSQna29uRlJQER0fHfsvoE3T4uLpogsvlkqoXrWTWZSQ8VKjPRRqqwngkEAqFyMvLg6+v75AvWlZWVqDsXfFLXTkAoEfFBAUVgp2AQ3m9auBVMe7YOGui3tbzl7Je0hnn74w9v/eSziBPB+y73ABbSybeTOs1x6bR2NiIa9eu6Wzv0+1jV3srnC7loW/d3NvJRqv58M8l1yuKK6KHF8colio0iJWtJRO69rZDH59CKysreHt7o729HTY2NggMDERnZ6dOP0R1WDAZpNIn+7tCSNvN0O1skZqYJCXQBRYMTZPwvm3kvgpkAIj1c0I4m4VyzvXRmOx6oY4tvA65XI6cnBxYWVnp9OtLDHDBw7dMxBd/1ONiRRtc7azQ3CHFzGA3NLT34FQJ94ZJIdBb8dx7fyzu35+LhnYJfJxtYMEAOJLeamlzlxL7L5Qh2UNOWp6enp5aCURnZyeys7Ph7++vUaU2drS0tKC0tFQvhLAv6OPc29sbKpUKHR0d4PP5qKqqIsJLXeMUNwK6A8Tn88nYQl8olUps3rwZWVlZuHDhwg0neJihiZuaFDKZTLBYLOzduxdffvklzpw5A3d3d9TV1Y3J59MnXW2ksKenBwUFBbC0tNQQlKgTQl2CEjpqja54jrV5Z18lc3t7O7hcLrlw0icTDw+PYam5Ozs7yUzacOYiDR0DVdIGw6cXayFXUnC1t0J7txweDlao6ZSDArA01AG3ufXOxKknqoxUHMQRSZHX2Kv4vcbpgooCkie54P/+6vU1fHp+CDEXpqvUdXV1iIuL0znrI1QjhQf7GFYDwJZ5wf0UrQCIkbWjjSU8WCNvHQNAkKc9uqT9Z/a0cQfaGkMsFiMpKYlctGjrFS6Xq+GH2PfC6WxrCYlcBqlCBX9XO2Jczf07raRLqoCKosBkMOBka4VoX0fkNl5XWfcoVHCxs4RQ0ksey/vY8vSuNwOrE33x3xPl5LGSlk50SRVg6TDjlkqlRAA0mD3LptsC8Xu1AGWtXQjysEe7RI7S1t5kml8rBBBLFf3I9Ejg5WiDfWtisWZ/Lpo7euDhYAW+WE5I8s/NFli3IAadQgGam5tRVlYGR0dHss9ZLBY6OzuRk5ODgIAABAb2tywyVtCEMCYmZtTbpkwmE66urnB1dUVoaCi6u7uJgvzatWuwt7cn+/xGukIUReHatWvg8XhITEzUSjZVKhWeeOIJ/Pbbbzh//jyx6DJDf7ipSaFCoQCbzcaXX36JL774AlOmTEFbW5ves2p1gclkgsFg9Ps8kUiEgoICeHh4ICwsrJ+ghMFgwNraWuuJmx7md3Z2RmRk5Libsaq78NNGwlwuF5WVlSgqKiJkRZeqlgafz0dhYSE5uZvK3T4tlBlJe7+aL8bh/N5ZwvZuOZiM3sqTigLuip+A7UvDwQCIOKihoQElJSVwcXEhldvh3OWf/TvNJJzNwvm/4+54nVLIlCrMDHYjdjF0+4fH4yEpKWlAewi6UshA//SNhInOWBypfZ/QQorkSS5DXn8afVvHwR4OGhU6KwsG5EoKFn2OMYVCgfz8fCgUin5zTurWK+p+iPSF08HBobdSbmeJ1s5eUhjl44iGdgkR0wC9/n/dMiUhbzOC3QgppL0K4/ydyf6vaeuGXKnSqM4CwNIoL7x1ppIkm6io3rnCW7XkQEskEuTk5MDZ2RkRERGD3mxZWzCxc2UE7vo8C9X8bjjaWqJNLIebvRUE3XKcv9am0/JouPBxtsXe+2Ox5qsccDtlcLC2gFimhCWTAW6nDEdKhHh4Ru+Ms0wmI/u8pqYGlpaWkMvl8PHxQUDAjY1PGBLGkhBqg729vcY4Ba0gv5E2M+2dy+FwBiSEzzzzDE6fPo0LFy6Y1HdqSLhpSaFAIMBdd92FxsZGfPjhh1i0aBEATUuasUBfsQltgxMUFAQ/Pz8wGIwhC0po4tR3mN9QoEvJ3FdV6+XlpdE2aGhowLVr1xAREYEJE4bXKjRUUBSFiooKNDc3j1go8+H5Gqio67FnQO9/V0SzsX1pOMnsZbFYYLFYCAoK0hAHVVRUELLi6ekJR0fHAY8Zel6RoihQACa59XoMuthZ4fUVk8kNTlFREamkDUY6aVJY3NLZz5z5hUWhWtdHqlDC37XXj+/RW4d/YehbKQz2dNCYZYzwZuHpeSHoUVw/D9ACIEtLS53muerQNvvJ4/Gw1FuMRFcGkgPdUNZJm1Uzofib6ChUFEQ9Cg1S+PHfhuT0/glQm01UqCjUCyQI9tQUxDlYWyI1xhvfqqXTZNUL+5FCsViMnJwcYjQ91HNGiKcDnpwbjDd+roDkb+Ipkff+91QJV2+kEOidxdx7fyzWfpWLNrFcg0R/fqked8b7wNnOCtbW1vD19YWvry/a2tqQl5cHJycn8Pl8Ui3X1do3Fow3IewLKysrsNlssNlsoiCn7cvU28weHh4Dzn5XV1ejublZw3dXHSqVCi+99BKOHDmCCxcuICgoaDQ366bGTUkKS0pKsGLFCkRFRWnkDwL6yyMeKmgDa7rd1tDQoGGDM1RBSUNDAyoqKoyGODEYDA2yQldWaCUz3QaiH4+PjzcZuwGlUoni4mKIRKIRC2WKm3sVmEAvEWT8TQwXRnjitRWTCSHsi77iIJqs0Hm1NCl3cXHROM7au2XIquv1BaTn2OgotZeXhcPT0YaYUlMUpVMxqA6KoggpvFLTm+7hbm+Jtm4F7ohla1i4qMPG0gI/b+6f6DJU9CeF9jihZsw9yd0e8WoJH7S3IovF0ikAGgjqNiBTp6pIZaW2tfczZX+TT+u/yWFnjwL4W7w91ceJWACR97NkwtqSCdnfiuRrXHE/Ugj0Jpyok0J6H9OgW6sjFV/cm+yLixV8/FHdDisLBpnT/K2ybcBW9UgQ5OGAL++Lxdqvc9Ehub4vRD0KfPlHPZ6ce12d3tbWhvz8fISHh8PPzw8URUEkEoHP55P8cbpa7uHhYTDJF4OBbpEbCiHsC1pB7uLigtDQ0H7VcrrNTKuZ6d9RdXU1GhoadLp9UBSFV199Fd9//z0uXLiA0NDQfsuYoT/cdKTw9OnTuOuuu/Dvf/8bL7/8MmbNmqXhVUiTwoEUwfqEhYUF5HI5IQkJCQmEpA5VUFJeXg4ul4uEhASjtWbpG//G4XBQXV0NmUwGOzs78Pl8MJlMo3DgHwjqxGkgA/HB8P65Ko2/KQq4PdwDO1dGaBg8D4S+nmUCgQBcLheFhYWgKEojxeZceRuUFAVHG0t0ShVEMJEW4435UzxJxKCtre2QM2TFMiWp+JT8PRvX1q2Ak60lnpwXMsw9MnT0bR+HeDpApEY0fNXSVehKmr587WizYA8PD/gHheC9/N9Ba14opQIAA5V1TZjoNBF2dnawYDIwPcgVP5fwyHu0dEgxPdAVFyt6W8glLSKtbfYQTwckB7jgr7/b8sUtnSR1pKOjAzk5OZg0adKIZ+2YDAZeXzEFqbv+IqSVyQDkSgrnyvlYEa1fAUAYm4Uv74vFg1/noVN6/fv65koj7kv2g5ejDfh8PgoKCjB58mT4+PSOM6h3KOj8cfpmqKKiQoOsqMdLGhIMnRBqg/o5XaFQEDWzemITRVFoa2tDYmKi1jETiqLw5ptvYu/evTh//jwmT5481ptx08E0JvWHAQ8PD+zZswevvvoqEZr0JYUURfXLIhwtMBgMVFRUEE8wbYTQyspKKyGUy+XIzc2FUChEcnKy0RLCvqAoCs3NzbC3t8fMmTMRGhpKqjW//fYbsSsYqsejoUAikeDq1auwsrJCQkLCiAnhX7XtuFStWfWZGeyGd++I7DdbNlTQZCUiIgK33norYmNjYWNjg4qKCly4cAEZVyoBgFyMJXIVfF1s8cKiUHR1deHq1atwcnLSqVrVBrpKaGXRexG2/Nsw+7HZ1/ONRwPqlUIrCwb8XOzQpUYyfFx6Rxc6Ojpw9epVTJgwYVSMjlk2VgjyuF4ZoVvSzfx2XLp0CZcvX0ZVVRXifTQryfUCCZaqKXyz1ZJd+mJV0vVBfBUF5DV2QCAQIDs7G8HBwTcsvmA72eC/y8I1PgPQVIfrExETHLHn3mgN8ZFUocInF2vA5XJRUFCAiIgIQgi1wc7ODv7+/oiPj8ecOXMQHBwMqVSK/Px8XLx4EUVFReBwOKRDM96gCWFsbKzREMK+sLS0BJvNRmRkJGbPno3Y2FhIpVK0trZCLpejrKwMdXV1aGlpIa+hKArvvvsuPv30U5w5cwZTp04d9fUUCAS499574eTkBBcXFzz88MP9Ai7UUVtbCwaDofXfwYMHyXLanv/+++9HfXtGgpuuUhgfH4/4+HjytzZSCIAkhIwmRCIRJBIJnJ2dERsbOyxBSXd3N3Jzc2Fvb4+kpCSDiycaKWihjIuLC8kktbOzA5vNHrSaNd6imoFAZzOz2WyEh4ffkEJv5+lKjcdSJrngw39OhbWlfo7Xvm0gjqADRZdzNJcB8N9FgVBIupCXlwc/Pz8EBwcPa7toUkhDoaL65RuPBlo6esj/B7rbg8nozSKm4etsC4FAgPz8fGL4PlqY6uOISl5vO56umnr5TsLsCHdSzbIT8gE105x6QTdmq80G0q/XhrnhHnCxs4Lwbz/I88VN6HHgaVTSbhSLIrxwIZqPowXXW/C/VQog6pHDyVb/s3sxfs7YtToa6/4vn5h6p+e0YDKaMDc5aliCLZqs0DNxQqFQYyZO3e5Gmz3KaINOyxmKObqxgMFgQCQSQSQSISUlBVZWVuRYX7NmDeRyOW6//XY4OjriwIEDOHPmDGJjY8dk3e699160tLTgzJkzkMvlePDBB7F+/Xp8++23Wpf39/fXILIAsGfPHrz11ltYvHixxuP79u0j2gUABlvEGfNKoaExcRaLpZF/TBOw0b5LpD38aJNn9c+lCakuQigQCPDXX3/B09MTsbGxJkMI29racPXqVfj4+Gid3dJWzbK2tsa1a9dw4cIF5Ofno6WlBXK5XMcnjA/4fD6ysrIQEBBwQ4QQAM6W80mrFej1pPtkVTRsrUaPEGc190DRpyi7NNgG3XWFpEI4EmN0Os1ErubD9/zCkBFXO4eKVtH19nGolwO6ZUqoNwZslb0m4uHh4aOucJzqc31ukiY4oh4Fae1HR0fjH4vmYKLLdVspoUSBoqIi+Dn1Eq4uqVJrDB4AWFkwsVqNZJ8t4yEyMlJvhJDGi4vC4ON8fR0Vqt4W8mghMcAFn6yKItVlCsBxjuMNGfQzGAy4uroiLCwMt9xyC6ZPnw43NzdwOBz8/vvv+PPPP1FVVQWRSDQmnSRTJIRAr3CwqqoK8fHxcHJy0qjc/v7773jxxRdRU1ODL774AiqVCu+99x6+++47tLe3D/7mN4DS0lKcOnUKX3zxBVJSUjBz5kx89NFH+P7779Hc3N8uC+gtItF+jvS/Q4cO4Z///Ge/driLi4vGcuNxkzEUjDkpvPfee1FcXIwzZ87g+PHj+PXXX7F+/Xqdy9NMXP3fyy+/DBaLpZWJqy+XlpY26Po4ODhokEJ6fm+0xCa0oKS0tBSRkZFgsVgkDUEul0OlUpH5QW2EsKmpCbm5uQgJCTGpqKampibk5eUhPDx8SBUnupoVFhaGGTNmIDk5GSwWC7W1tbh48SKys7PR0NAAqVQ64PuMNpqampCfn48pU6Zg0qRJN/R9KVUUth0rI3+HeTlgz70xWn389AladUwjnM3Co7MmgslkYuLEibC0tERWVhZ+//13lJWVoa2tbUitfTrNhMa8yR6YHjT6F7828fXPDfbUtKMBAG7tNURFRemdOGnDVB8n8v9061W9lQ303gzNDtdMbBCpbBDvcX0fX8yvhESimZ9M466E69vBkTDg4q7/LPfetJMIDRPwY2qVw9HALUFu2D53Amhddm6TuJ+Y5kbg4OCASZMmITExEbfeeisCAgIgFouRlZWF3377DSUlJeDxeKNyrTBVQtjU1ISKigrExcXB2dm53/POzs4kVefUqVM4c+YMgoKCsGPHDnh6emL27Nn45ptvRmXdLl++DBcXFyQmJpLH5s2bByaTiStXrgzpPbKzs5GXl4eHH36433OPPfYYPDw8kJycjL17947ZiNpwMaYlJpqJX716lez4jz76CEuWLMHbb7+t9SRMM3F1DMbEhwNHR0dwOJonr9EihUqlEmVlZRAKhURQQs+u0PODlpaWWucHaQuTpqYmxMXFmcyJgvanamxsHPF2MRgMODo6wtHRkQySc7lctLa2ory8nFSyPD09x0xpSMcT1tfX6+372vFzBTEtZjta46u1cXpVeGqDRK4kggagdwbv30mOqKmq0NguurXP4/FQVFQElUql0drXVs1Wbx9bMhl4Zv7oiUtoSBVKYp0C9IoxOtVIob0lkBA/dhfiyWyWhsUKgH4kFeiNvPvmSiP5W+XghidWBOLo+5cBACdLeLDqaCB5tV5eXsRiSNrOQZAjUN3ZS59yGzowLVD/25cY4IKHbvHHl380AAD+rG1Hh0QOZ7vRsX9paGiAq6QJ2+YH4JUz9QCATT8U4upzt+r9s6ytrTVEWe3t7eDxeCgrK4NMJiN2N56eniOeFaZBpwANZPpujGhubkZ5eTni4uK0tk4pisKBAwfw/PPP4+jRo5gzZw4AICUlBa+99hrq6+tx4sSJUSvYtLa29qs0W1paws3NDa2trUN6jy+//BJTpkzBLbfcovH4K6+8gttvvx329vY4ffo0Hn30UXR1deHf//633tZfXxhTUjgYE1+5cuWg70Ez8U8++aTfc4899hj+9a9/ISgoCI888ggefPDBQSszLBYL1dXVGo+NhlehVCpFYWEhACApKYmcOJhMJuRy+YAJJQqFgni/JScnG42FwmDoa82ir+2ys7NDQEAAAgICIJVKidVNZWUl7O3tSdrKYL58I4VKpUJpaSkEAsGg5s3DQVFLb2qEtQUD6esSR+1iq45LVQLS1gSA+6IcwezkID4xUSM6UV1Vq25SXlVVhaKiIq1RZBVqEW33p/j1yzceDfD72tF4OKBNfL2a7O1sO6Y3XNaWTISxHVDScn0koFMLKUwMcIEFkwHl3+SxTiDB4kg2rP/ORS4XWWD2PbPJbFZWVhYsLCxga2sLsViMzbeH4IkjvYr1jNyWUSGFALD5tiD8XMJDo7AHFAUczm/B2mn6i1mkUVdXh+rqauLxWduhxIGrTXh+0ejfWKgb8oeHh6Orqws8Hg+NjY0oLS2Fk5MTOdYdHByGdY4xVULY0tJCxDLatouiKPz444946qmnkJGRgdtuu63fMhMnTsTGjRuH/dnPPfccduzYMeAypaWlw37fvpBIJPj222+xdevWfs+pPxYXFwexWIy33nrLTAoNkYn3nSkE9F8p7OzsREFBAVxcXDB58mQNMYutrS3q6uogk8lINUu9qiKRSJCXlwdra2skJycbrelqX9BRfABuyJplMNjY2MDPzw9+fn5QKBTg8/ngcrnIysqClZUV2eeurq56IYgKhQIFBQWQyWQaMWj6wLcPJeCzX2twW6gH3FljE134Q9Z1n7tQVwtMc5MgMSF5QFNqdQuQ0NBQiMVi8Hg8oqJ0dnaGp6cnCht7VbMWTAYemz02EWTqpNCCyYCviw0u5l5vyfu6Dt8z8kYx1cdpUFJob22BGF8n5DT07rMafjcAINjDHmUcMRxtLDUshmgTcT6fDwsLC1jwK2HFZECuAn5Vq/zqG9YWTHxydxRSd18FAOz6rU7vpLCmpga1tbWIj48nLcjnFoXhiXnBsLEcW7GZepciKCiI3ITyeDxUV1fDxsaGEMS+3p99YaqEkMPhEMNtXTdchw4dwqZNm/DDDz9g4cKFev38p556Cg888MCAywQFBcHb2xtcrqZqXqFQQCAQDKkDmZ6eju7ubqxZs2bQZVNSUvDqq69CKpWOeQztYNALKTRmJu7o6IjOzk6Nx/RJCnk8HkpKSkjliiYeCoUCKpUKfn5+8PT0BJ/PJ5mpdPSbjY0NiouL4enpicmTJ5tM1q9Y3DvI7+TkNKZRfJaWlmTIV6lUEiVzQUEBAJC2m5ub24jWifbqs7GxQWJi4qgIgDbeOnb5rTKlCn/8PaNlAWBjjDVSkuOHTeAdHBzIfJZ65XZzWBequm2gsGJBLukCZTX6HpTqdjTeTjYoLS4Cr+M6IVNPCxkrRPk44sfs63+LerQLpW4Lcyek8Bq3d51/+FciLPsIcyiKQnl5OUQiEaZPnw47Ozt0dnYiub4Elxok6JQq8MeVv+A3wVsjl1lfCGWzsDjCCydLuLBkMvTm+UqPZNBGx+qVagBjTgi1Qf0mlD7H8Hg8FBYWQqVS6UxVocMHRppuZKigc92jo6N12ukcP34cGzZswIEDB7Bs2TK9rwNNygfD9OnTIRQKkZ2djYSEBADAuXPnoFKpkJKSMujrv/zyS6xYsWJIn5WXlwdXV1eDI4SAnkihMTNxR0dHdHd3azymD1JIURTq6upQV1eHiIgIcqCoVCpijk0nlNja2hJjVTr6raamBhKJBHZ2dnBwcIBMJjNYtdJwQFt9+Pn5jShFQV+wsLAgJwvaioLL5aKsrAxyuZzkd/at3OoCbaXj5uaGKVOmmASBP5TbTFS5q6fYYP6MpBsm8H0rtzFtbeByucjJySHfiZeXF1xdXUdlH3LVjKs9rRWQSqVgefoC6J1JC9GSDDLaiJzgpPF3p1S788GMYHe8c7Z31KWxvddWpy8hVKlUZCRDvVLt5OSE1++IxZz3L8PagoluKxeNXOa+c4g3ip3/mIJ/xHljRrB+fPXo2WM6Ck1fIxmjib7nGJFI1Jtk8/fNP52qolAoUF9fb3KEkCbDUVFROonSqVOn8OCDD2Lfvn1DGh8bTUyZMgWLFi3CunXrsGvXLsjlcmzatAmrVq0ieoempibMnTsXX3/9NZKTk8lrKysr8euvv+Knn37q977Hjh0Dh8PBtGnTYGtrizNnzuB///sftmzZMmbbNhzohRQaMxN3cHDoZ4lzo6RQpVKhrKwM7e3tiI+PJ3e06obUlpaWsLCw6Hfhs7e3h0qlgkwmQ2RkJBQKBcmppQUTXl5eI4pGG280NzejtLSUxE8ZCmgrCtqOorOzE1wul5y83dzcSJtZ2/FEE11DzZweKZZNcUVlJQN/8Szw3B3T9E7S1D3i6OF9LpeL4uJiKJVKQsw9PDz0VnWlo/kAYJITE/Hx8fj59PWZ4oluY/+7CvGyh40lk8xuamsfA0A42wF2lkxIFCqIZUqSTkJDqVSisLAQEokEiYmJ/Y5VLydbXH56Bpztrld61aMOs7OzNYiMm5vbiL9zCyZTr4Tw2rVr4HA4OqPQDB19c9/pCLiGhgZ0d3fD1tYWPF6vyt/Z2dnozyF0sszUqVN12gSdPXsWa9aswZ49e3DXXXeN8Rpqx//93/9h06ZNmDt3LphMJu644w58+OGH5Hm5XI7y8vJ+haS9e/fCz88PCxYs6PeeVlZW+OSTT/DEE0+AoiiEhITg3Xffxbp160Z9e0YCBjXGuujFixeDw+EQJv7ggw8iMTGRmEMOxMTDwsLw008/aRhAAtqZ+JYtW7Blyxa8/PLLA67Pr7/+itWrV6O0tJT8EEtLS2FjYzOi0G2ZTEaMlaOiosiJuS8h1HaRUyqVKCkpgVAoRGxsrEZ7RCaTgcvlgsvlQiAQwMHBAV5eXmCz2cMeZh5rqCtxB2ojGCK6u7vJfheJRGQejibmra2tKC4uxuTJk+Hr6zv4GxoJOjo6kJubOyJT6huFelWFy+Wiu7t7UGI+VGw4kIvfqoUAgPfuiMDCSDb+82MhzpT1eur9vHka/MdA8NIXq/dmI79RBABwsrXEn8/M0rrcQ1/n4s9aIQDg8IYkhLF7K2ZKpRJ5eXlQKpWIi4sb0eyxOjHn8XhQKBQaxHw85pkpikJZWRn4fD4SEhKM8mZYFxoaGlBZWYmoqCgy78zj8cBgMAgxN3RTfm2gs6cjIiJ0dgB//fVX3HXXXfjwww/xwAMPGPT162bDmLseGxoT7+tTCIy8UtjV1YWCggI4OTlhypQpGoISOqFEl8KYjlkCelvffee2rK2tSduNvrunq1m0AbaXl5fBZQPT7SyhUKhXJe5Ywd7eHpMmTSLzcPQFs6KiAtbW1pDL5QgPDx8TT7uxAt32CQkJwcSJ+leODoa+VRVaqEIrGGl1p5eX17CqRmKxGDUcIfk7xKv3WOSotZTZTuMz4xPt60RIYadUoXMOb2GEFyGFpa2dCGOzSNwlk9lb+RxpVVVdVTt58mR0dnZqtDtdXV0JWdH3HKI2UBSFkpIStLe3IzExcUw+c6xQX1+PqqoqDXsWb29vqFQqCIVC8Pl8XLt2DVKplCj3PTw8DH6EiO6aTJkyRSchvHTpEv75z3/i7bffNhNCA8SYVwoNDdeuXUNkZCT4fD5plVRVVUEulw8rfJvP56O4uBgTJ07UMCmmBSVMJlOnIXVnZyfy8vLg4uKCiIiIYd0ZKpVKtP09l8Xj8WBhYUEIor4UtSOFTCZDfn4+VCoVydI1BdAXKy6XC0dHR3R0dBCVoZeXF1xcXIz2REe3+CMjI4ft+TkWkEql5IZIIBDAzs6O7PeBbojoyufzVxjokPa2afNfnA0rCyYWfHQZje09sGQyUPDSnDHcmus4WtCK5w5fF+NdfXYWHLR4ULaJZZj1ziUAwLKpXnhtWShycnJgY2OD6OjoUasq0e1OHo+H9vZ2Mofo6ek5Kjei9M1kZ2cn4uPjDZ4MDQc0IVRXT2sDRVHo7u4m+72jowMsFovs99Gy1Bop2tvbkZubO2CE4l9//YXU1FS89tpr2LRpk0Gtvxm9MI18tBuAk5MTFAoFenp6SGvCwsICPT09g7yyFxRFoaGhATU1NZgyZQqZn9AmKNFGCOmqzKRJkxAYGDjsH4k6CVTPBqYVtfRzNzIfNBLQ2cwODg6IiooyuhaILtBzW93d3Zg2bRrs7OwIMefxeMjPzyftn/HY7yMFRVGora1FbW2tQZuj29jYwNfXF76+vlAoFGS/5+TkgMlkat3v6jnG3ZdqAPS2aOk4PXqGz956/L6nKB9NsYmoR6GVFLo7WBNvwtyGDmRlZYHFYmmNhdQn7OzsMHHiREycOFFjDlFdIHSjc4g0VCoV+Y0lJCSYzM0kMHRCCPRWzNWV+zKZjOz3uro6WFpa6nW/3wiEQiFyc3MRFhamkxDm5ORg5cqV2LZtm5kQGjBuelJItzPFYjEhhUM1r1apVCgvL0dbWxvi4uLg5OREHqezk3UJSiiKIieIyMhIsNnsG94WdQPhKVOmQCgUgsPhoKSkhAzue3l5wcPDY1RJmlAoRF5eHnx8fBAaGmoyP37aW5HBYCApKYnMWPUl5rSSubS0lMxlDZTsMd6gLUzoQf6+Vh+GCm1CFR6Ph9LSUqIgt7GxQWNjI6ZMmQK29wTIlb2iEvWc3h55b+VwLMzAdSHA3Y6QPaCXqE7QwRn8XO1Qze8GRySFiwsbU6ZMGdPfmLofovp+LykpueE5RJVKhYKCAvT09CAhIWHU/EvHA+qG24MRQm2wtraGj48PfHx8NBKE6P2ubnczlvuNrsKHhobqFBAWFBRgxYoVeOaZZ/Dkk0+azDXBFGF4V6gxhp2dHZhMJrq6uoiqeSgzhbSgRKVSISkpaViCElqdzOPxkJCQMKITxGBQV9SGh4eThInKykoUFRVpEER9DpC3tLSgpKQEYWFh8Pf319v7jjfUvRUHqsowmUy4ubnBzc2N7Hcej6eR7EELJgzhgqdSqVBUVNTrY5c8sCm1IaNvykRnZyeqqqpQX99rNdPa2qphRzOZfX22Va7sJYVerPH7PpgMBgLc7FHB651v1mVLAwBLp7ji6z+7EetjO+aEsC+07Xe6kkXbrtDH+2DHllKpRH5+PuRyORISEkzGqB+4cULYF30ThLq6usDlclFfX4+SkhIiiPP09IS9vf2oHSMikQg5OTkIDg7Web4vKSnB8uXL8Z///AfPPfecmRAaOG56UshkMsFisTRsaQYjhWKxGPn5+XB0dNSYARyKoEQulyM/Px8KhQIpKSljMiujbXCfw+H0s1zx8vIaMVGhKIokDcTExMDDw0PPWzF+GGnlU9t+53K5JA7L2dmZ7PfxIGP0sahUKjWiF40dDAYDAoGAZIzTdh+XrzWTZXzt5Ojq6oKDgwPo2OHxUB2rI9LH8Top1GFLIxKJMIXRjAP/NDz7IwaDAScnJzg5OZEMcnoeTt0PUdscIq2eVqlUSEhIMMiK+kihb0LYF32z33t6ekibuaqqCra2tqR6O1iqynDQ2dmJnJwcBAYG6hSklZeXY9myZVi3bh22bdtmUMerGdphOr+8G8BwSGFbWxuKiorg7++vMQNIE8KBBCVisRh5eXlwcHBAbGzsuJz4GAwGWCwWWCwWgoODieUKHUFG39l7eXkNmbDSWb9tbW1ISkoymvbjUEA78utDievg4IDAwEAEBgaip6eHWK5UVFSAxWKR/T4WFkNSqZQIFOLi4kxm5pOiKFRUVKClpQUJCQlkpCMgIAB/tVkCuAYA8LeT48qVK7BWm1cL9Rpf/7tpk1xwOL837lNdEU2jvb0deXl5CAoKQkBAwFiv3rAx1DlEJycnMosbFxdnUoSwtrYWNTU1GsfiaMPW1lYjVYWeuy0oKABFUYQguru7j7ga29XVhezsbAQEBGDSpElal6msrMSyZctw33334bXXXjMTQiOB6fz6bgB9bWksLCzITCANiqLQ2NiI6upqhIeHE2WmSqUi/wYSlLS1taGgoGDckzz6Qt1yRZ2oXLt2DY6OjhpERRvkcjkKCgogl8uRnJxsUipBOnpqIAPWkcLW1hb+/v7w9/eHXC4n+72mpgY2NjZkv4+Gka1YLEZOTg5cXV0RERFhFEKYoYC+OREIBFpNjgubROT/F82IhwUoVNa3giaKKl41SkrEZHB/rIlyQsD1vNtavqYlF20GHBYWZlDG70PFQHOIUqkU1tbWCAkJgSmZYYwHIewL9XlniqLQ0dFBcpmLiopGZDMkFouRnZ1NCiPaUFtbi2XLluEf//gHdu7caTLnmJsBNz0ppCtnA1UKVSoVrl27Bj6fj9jYWNICUBeUDEQIGxsbUV5ejilTphi0n506UZHJZISoVFVVEbNsLy8vsFgsMBgMSCQS5Obmws7ObtSyfscDdLWpubl5TKKnrKysyAC5usUQ7T2nbjF0oydXeijc19fXoG5ObhRKpRJFRUUQi8Ua8W7qqOD2Ei0LBmD9t/K4VX69Urhk+lSI2gX9og7HyrjZx9kGDAAUrmcbAwCHw0FRUREiIiIwYcKEUV+P0QY9h+jo6AihUAg7Ozu4uLigoaEBpaWlw5pDNFTQSv7xJIR9wWAw4OLiAhcXF4SGhmrY3QzW3qchFouRlZUFX19fneEODQ0NWLJkCZYsWYIPPvjATAiNDKZxFb9BDEQK5XI5CgsLoVAokJiYSC426oISCwsLrRcNOp6ppaUF8fHxcHV17beMocLa2lrD+oP2hrt69Sqsra3h7OwMPp8Pb29vTJ482WTIBS28oLNjxzpSq6+SWVv020gV5HS1abxMqUcLCoWCzKOpq8L7olXU25JVj4aL8nXC+pkT0SLswQQvT0zw8kRYWBgZ3Fc3bqaJymhVwxkMBuysmOiWq9Dwd7YxPdYRHR09pHhPY4FMJkN2djbs7e0RFRUFJpOJ0NDQYc0hGipqampQV1eH+Ph4gyGE2mBvb4+AgAAEBASQ9j6fz9ewd/Lw8CCpKt3d3cjOzsaECRN0phy1tLRg6dKluP322/HJJ5+YCaERwkwKob19TFEUOjs7UVRUBBaLhZiYmGEJShQKBckhTU5ONup4JktLS3h7e8Pb2xtKpZKoOhkMBollok2bjfkkIJfLCblITk4ed+FF34SJvgpyd3d3QhAHW1dDN6UeKWQyGXJycmBtbT3obKSoRw4AcFdTGbs5WOPx24M1lus7uE8TFQ6Hg/Lycjg6OmokquiTqCQEuKC4uRO3BLmS8YWYmBijioYcDD09PcjJyYGjoyMiIyM1zhlj6Yc4GqAJYUJCglHNVvdt7wuFQkLMpVIpnJ2d0dnZCTabrVNsx+FwsHTpUkyfPh2ff/75mIxfCAQCbN68GceOHSMJaR988MGAyVlz5szBxYsXNR7bsGEDdu3aRf6ur6/Hxo0bcf78ebBYLKxduxZvvPGGyXTDBoLpb+EQ4OjoqFEppL94us2mrvJTJ4TW1tZaT0wSiQR5eXmwtrYesHJhbKCNuhsbGxEdHQ0PDw9SyaLznumLpbu7u0GetHWBboXTlQtDE17oUjLTFhS6BEIURaGurg41NTUGbUo9EkgkEkIuhmLe7GpvBalIigjv4V2s1YkKbSDcd/6TVnbeKEHcfU8MgF5yUVlZOSbjC2OJnp4eZGVlkXnWgfaXrjlE2odS/abIEM6xxkoI+0LdVissLAwCgQAFBQVgMploampCZ2cn3NzcIBAIkJSUBCaTCR6Ph+XLlyMmJgb79u0bs/Pnvffei5aWFpw5cwZyuRwPPvgg1q9fj2+//XbA161btw6vvPIK+Vu9aKNUKrF06VJ4e3vjjz/+QEtLC9asWQMrKyv873//G7VtMRTc9DF3APDQQw/Bzc0N27dvB3BdYKDeZlMXlAykMBYKhcjPz4eXlxfCw8ONihgNBHVvRXWjbhoURRHTZi6XS2ay2Gy2wZo20xCJRMjNzYWXl5dRtsLpShaXy4VQKCQCIQ8PDzQ3N6O1tVXrd2bM6OrqQk5ODjw9PcftO1NXdvJ4PADQSFQZyYWRoihUVlaiqanJ6MlFX0gkEmRlZcHd3f2G/BXpLg6937u6uuDi4kL2/XjMIVZXV6O+vt7kvjOaxLu5uWHKlClEFJednY0HHngAzs7OuPXWW1FaWorg4GCkp6ePGUEvLS1FREQErl69isTERADAqVOnsGTJEjQ2Nuqc358zZw5iY2Px/vvva33+5MmTWLZsGZqbm0moxK5du/Dss8+Cx+ONewdptGEmhQA2b94MhUKB1157DVVVVeDz+cS7zcHBYciCEtq4OTQ01KRmtui5SqlUitjY2EFPuvRJmyaIEomE3NV7enoaxF09DXrOLjAwUCOz2lhBC4Q4HA7a2trAYDDg4+MDX19fo5nJGgy0WMbPz0/nbNNYQ6VSoaOjg2SQS6VSIlQZ6jFPJ8twuVwkJCSM+TzraIJWrLLZbISFhen1OxvrXOa+MFVCKJVKkZWVBRcXF61VXbFYjIyMDHz++ecoLS2FlZUVFi1ahBUrVmDx4sWj3pXYu3cvnnrqKbS3t5PHFAoFbG1tcfDgQaxcuVLr6+bMmYPi4mJQFAVvb28sX74cW7duJdXCbdu24ejRo8jLyyOvqampQVBQEHJychAXFzeq2zXeMNzyzRjC0dERdXV1WLhwIVJSUrB9+3ZkZ2dDqVQOWVBSVVWFhoYGkzNuplvhNjY2SEpKGlLFT93ENiQkpJ/bPj207+XlNa65pk1NTSgrKzMZVSfQKxBis9lobW2Fo6Mj/P39IRAIyEwWvd+Ndf6zra0N+fn5CA4ONiivPiaTSRKE1IUq6sf8QNYfKpUKJSUlEAqFSEpKMlrVrTbQnnY+Pj6jonjvO4dIq/fHYg6RPu+bGiGkhUDOzs462/xKpRL79++Hh4cH2traUFJSgmPHjuGdd97B2rVrMXPmTLz66quYNWvWqKxja2trP6swS0tLuLm5obW1Vefr7rnnHgQEBMDHxwcFBQV49tlnUV5ejszMTPK+fWNn6b8Hel9TgZkUovcHcO7cOQQHB+PZZ5+FnZ0dLCwsIJfLCSHUJShRKpUoLi4matWBBlyNDXRblW7RjfSESptlBwUFQSKRgMvlorW1FeXl5eOS6kFRFLm7N7U5O6lUitzcXFhbWxObIF9fX5KVqj7/qZ7JbGgzlNpAW7MYurWTLqEKPbjPYrFIq5PFYoGiKBQWFhI7nfG8UdI3Ojs7iafdWCSwWFlZEVHcaM8h0oQwMTHRpM77NCFksViIjIzU+p11dXXhzjvvhL29PQ4dOgQ7OzskJCQgISEB//3vf9HQ0IDjx4+PyHHjueeew44dOwZcprS0dNjvS2P9+vXk/6OiojBhwgTMnTsXVVVVCA4OHuCVNwduelJ47tw5fPbZZwgJCcGxY8dIJczCwgIymWxAQYlUKkVeXh6YTKZBqFX1CTrJg05P0NfJ3M7OjtggSKVS0mKmUz3YbPaAZtk3CnWDY1Mj8XQ+M93uUT9m1bNSaRNb2qScbnUa0tB+XzQ2NuLatWtGac3St5JFE8Ta2lpyzmAymUhMTDQpQkjn4gYEBOg0OR5NDCWXeaRziFVVVWhsbDQ5QiiXy5GTkwN7e3tMnTpV63m/u7sb//znP8FkMnH06FGtzhr+/v7YuHHjiNbhqaeewgMPPDDgMkFBQfD29gaXy9V4XKFQQCAQDMthISUlBUBvAktwcDC8vb3x119/aSzD4XAAwKScG3Thpp4p3L17N5588kncfffdKC8vx6lTpwD0HlilpaVob2+Hp6cn2Gx2v8FxkUiEvLw8uLm5mVQqBEVRqK+vR1VVFSIjI/uV0UcL6qkebW1tsLOzIxVER0dHvZBShUKBgoICSKVSxMXFmVT6Cj1nN9x8ZoqiSKuTHtofC0++4YDO1I6NjTUqr8/BIJVKkZ2dDblcDpVKBQaDQVqdxlK91QWhUIjc3FyDjeQb6Rwi3WVobGxEQkKCSRJCGxsbREdHa72m9fT04O6774ZYLMapU6fGVbxGC02ysrKQkJAAADh9+jQWLVo0oNCkLy5duoSZM2ciPz8f0dHRRGjS0tJC2tN79uzB008/DS6Xa1I3btpwU5JChUKBp556Ct9++y0yMzPR2tqK119/HRcvXiSCEiaTSRzfORwO5HI5uaukKAolJSUmI06gQSe3cDgcjeSWsYZCoUBbWxs4HA74fD6srKzg5eUFNps94ti3np4e5OXlwcrKCjExMQathh4u9DlnR7f3uVwuOjo64OTkRAjiWAsf1HOM4+PjTW5mKzc3lxyPTCaTeMNxuVxIpdJh+VAaEuiM5pCQEPj7+4/36gwKeg6Rx+OBz+fDwsKCVM7V5xDp2XFaGW5KhFChUCAnJ0fjeOwLqVSKe++9FzweD2fOnDEIq6TFixeDw+Fg165dxJImMTGRWNI0NTVh7ty5+Prrr5GcnIyqqip8++23WLJkCdzd3VFQUIAnnngCfn5+xLtQqVQiNjYWPj4+2LlzJ1pbW3H//ffjX//6l9mSxlTR09ODRx55BNu2bUNQUBBOnjyJzZs348qVK1oFJbSatrW1Fc3NzZDL5XByckJAQAA8PDxMgmCom23HxcUZzKC7Uqkks3DqRtnDiX3r6upCbm4usVUwlaoucF3xPhpiGZlMRvZ7W1sb7O3t9V691QX1Nn98fLxJKXHpCqGDgwNJ81AHRVHEh5LH46Gzs3PcLVeGCvoGxVgzmtXnEHk8HplD9PDwgFgsRktLi0kSwtzcXFhYWGiENKhDJpNhzZo1aGhowC+//GIwZuoCgQCbNm3SMK/+8MMPyfdTW1uLwMBAnD9/HnPmzEFDQwPuu+8+Eonp7++PlStX4qWXXtKoetbV1WHjxo24cOECHBwcsHbtWrz55psmca0fDDclKeyL06dP484778SlS5cwadIknYKSsrIytLW1ISwsDGKxGBwOBxKJBG5ubmCz2QZntzJUqFfRoqOjDXYbaKd9LpcLDocDlUqlYZat7XsTCATIz8/HxIkTx2TQfSxRW1uL6urqMUm8UI86VK/eenp6wtXVVa/7ValUorCwEN3d3YiPjzeIFra+IJFIkJ2dDVdX1yHfoPT09JAKIt3q7JtDbgig7Z0mT55s0EKgoYIereBwOGhqaoJMJoOTkxO8vb3h6elp1ClVNJRKJXJzc8FgMBAbG6v1HCqXy/Hwww+jvLwc586dM7qZXjOGh3Ejha+//jpOnDhBkj+EQuGgr6EoCtu3b8fnn38OoVCIGTNm4LPPPkNoaChZZiSxNxcvXsTdd9+NtrY2xMXFIS0tDampqaQ13NLSgrvvvhsPPfQQVq1apXGRou/oORwOurq64ObmRk7YxtDy6ezsRG5uLjGUNZYqmrpYgsvlQiaTaYglLC0t0draiuLiYkyePBm+vr7jvcp6A52pPV6m1CqVirTb6EHvGzVtpqGeYxwXF2ewNygjAe3VRxvbj4TMqUe/9SXn42kzRAvTIiIiTGoYnzYTb25uxtSpU9Hd3a1Bzo0tl1kdSqWS/Nbi4+N1xrVu2LAB+fn5OHfunEl9t2Zox7iRwu3bt8PFxQWNjY348ssvh0QKd+zYgTfeeANfffUVAgMDsXXrVhQWFqKkpIQQtcWLF6OlpQW7d+8mMwZJSUmDxt5QFAUOh4PDhw8jIyMDFy9eRGRkJObMmYPvv/8ekydPxvfffz/gXBN9wuByuRCJRAbjx6cLPB4PhYWFRj8bqS6W4HA4EIvFsLe3R09Pj0l5EAK9hKy4uBgdHR2Ij48f92qFriQbT0/PYSuZ1XOMdbWxjBW0NYs+Dbfp0Qq61TleNkO0VVBUVFQ/3zhjhjohTExM1BhhGOocoqFCqVQiPz8fSqUScXFxWtuiSqUSmzZtwuXLl3HhwgWTqP6aMTjGvX28f/9+PP7444OSQoqi4OPjg6eeegpbtmwB0Ku4ZLPZ2L9/P1atWjXi2BttnyUQCPD666/jo48+QlBQEKytrZGamoq0tLQhRTT19PQQktLR0UH8+NhstkG0wxoaGnDt2jVERkaa1N0fRVEoKioCj8eDra0turu7DU5NO1IoFArk5+dDLpcjLi7O4G401Mk5l8uFWCwmlXNPT88B13e4OcbGBFqJO2nSpFGzZqEr53T1tqenB+7u7qSSNVpdi5aWFpSWliIqKsqk2oo0IaRnCAeaadU1hzicNJuxhEqlIueR+Ph4rYRQpVLh8ccfx7lz53DhwgWTSugyY2AYDSmsrq5GcHAwcnNzERsbSx6fPXs2YmNj8cEHH4w49kYbPv30Uzz99NPYtWsXli9fjqNHjyIjIwOnT59GQEAAVqxYgZUrV2odFO8LdT++9vZ2ODo6Ej++sa700K3HlpYWxMbGGoSCTF9Qn0WjxTK09QRNzmk17Xjs+xsBbUptTOrpvpVzZ2dn0mZW3/eGkGM8WqCFF6GhoWOmxKWFKjRB7OzsJDel+pyFa2pqQnl5+ZjMtI4laNV7a2vrsOMGtVk80SIhQ5hDVKlUxJYrPj5eK2FVqVR45plncOLECZw/fx5BQUHjsKZmjBcM/8ryN+h4GW3xM/RzI429UYdCocCTTz6J77//HqdPn8aMGTMAAGvWrMGaNWsgEolw4sQJZGRkYP78+WCz2YQgxsfHayWINjY28Pf3h7+/v0Y2bWVlJVgsFqkgjrbCkiZNYrEYycnJ436C0idkMhny8vLAYDCQlJRETnbqxsFSqZRcKNX3PW2WbahkpLu7Gzk5OXB2dkZkZKTRVNHs7e0xadIkTJo0qd++p8US9vb2KC8vN6gcY32BHs8Ya+EFg8EgKUKBgYFEqMLj8VBRUUFm4W5ERd7Q0ICKigrExcWZlHfkjRBCoH+aja59Px5ziCqVCkVFRejp6UFCQoJOQvjiiy/i6NGjZkJ4k0KvpHCo8TSTJ0/W58fqFXV1dcjOzsZff/2FSZMm9XveyckJq1evxurVqyEWi3Hy5ElkZmZi+fLlcHFxwYoVK5CamoqUlBStMz3W1tbw9fWFr6+vhmFzTU0N7OzsSAVR36rCvukrhtbSuBHQpMnJyQmRkZE6Z6lsbGzg5+cHPz8/MrBP73tbW1tCEA1paJyOGvT29kZYWJjBrNdwoW3fNzY2orq6GlZWVlAqlRAKhXBxcTHabVQHbRU0derUMTOA1wVbW1tyU6qeDZyVlQUrKytCUoZq8VRXV4fq6mrEx8ebVKdBnRAmJibq5aZZ277n8XjIyckBk8kk5NzV1XVUZ0ApikJxcTHEYrFOQkhRFF555RX8+OOPOH/+vIaA04ybB3olhUONpxkJ6Lk3DoejIRygjZbpZW409iY4OBi///77kC5MDg4OuPPOO3HnnXdCIpHgzJkzyMjIwD//+U/Y2tpixYoVSEtLwy233KK13WdlZQUfHx/4+PgQyw8Oh4Pa2lpCUths9g17wtE+fa6uriaVvgKMPMnDysoKEyZMwIQJE6BUKglBzMnJgaWlJSGI40lS2traUFBQQIRApgIrKyswmUyIRCJERETA2toaXC4X+fn5JNXDWAb2tYGO5IuJiYGHh8d4r44G+mYD0x6gRUVFxOKJTlTRds6i02Xi4+PHzdx+NECP1XA4HL0Rwr4YSi4zLdDS5wwoTQg7OzuRmJio9b0pisIbb7yB/fv349y5cwZduDFjdGE0M4W00GTLli146qmnAPRWUby8vPoJTW409uZGIZPJcPbsWWRkZODIkSNgMBhYtmwZVq5ciVtvvXXQKp06SeHxeDeU6EETC1P06aMvZiEhIXobhFa/UNI3GDRBHEuSMpqm1OMNmjT1FSeo+1DSA/t9bYYMHXQVzdgi+SiKgkgkIvue9l9VF6pUV1ejoaEBCQkJJpUuQxNCLpeLhISEcZnzHq05RDp9SygU6szWpigK7777Lt5//32cPXtWY2bfjJsP40YK6+vrIRAIcPToUbz11lv47bffAAAhISHEU3Dy5Ml44403iEBkx44dePPNNzUsaQoKCvpZ0gwUezPWUCgUuHjxIg4ePIgjR45AJpNh6dKlSEtLw2233TaoglQ90YPL5cLCwkIj0WMgktfY2Ijy8nJMmTLF5OwE6JmmqVOnjpoNhjpJ4XK5UCqVg5pl6wN1dXWoqqpCdHS0wVWabgQURaG2tnZIOcZ0ihC972mSQoslDM0DlM7EbWhoQHx8/LhmwuoD6okqHR0dsLGxgUKhMEmV8XgSQm1Qn0MUCAQkSWi4c4gURZFUoMTERK3OCxRF4aOPPsLOnTvx888/IykpSd+bY4aRYdxI4QMPPICvvvqq3+N0HA3QO7S7b98+0pKmzav37NkDoVCImTNn4tNPP0VYWBh5/WCxN+MJpVKJ33//Henp6Th8+DA6OzuxePFipKWlYd68eYPGV9EtBw6HAy6XS1ptbDZbYx6ItlNobGxETEwM3NzcxmLzxgT0tjU1NY2pelq9ksLhcCCVSjWqWPqY0aRnmpqbmxEXF2dy7bkbyTFWJym0kpm+ORrv2Dd1M3FTi0CjiQWHwwGLxUJHR8eISYqhgaIolJeXg8fjGQwh7Iu+foj0HKKnp+eARvHq25aYmKj1N0JRFHbv3o1XXnkFJ0+exPTp00d7c8wwAox7+/hmhUqlwp9//kkIIo/Hw8KFC5GWloYFCxYMemHpG/lGURSZR2ltbUVnZyfi4uJMKjOWVs+JRKJx3baB/PhGmmSjUqlIm8cQTKn1CfUcY31cfPvGvo2nipwmTW1tbQZLLEYKiqJQVlYGPp9Pto2efVY3bVYXSxjLDOhQSJOhYSA/RPU5RPXq50CEcN++fXjhhRdw4sQJzJo1a6w3xwwDhZkUGgBUKhWys7ORkZGBzMxMNDY2Yv78+UhNTcWSJUsGbUXRxrXNzc1obm4GRVHw8vLChAkTxjTZYDQhl8s1HPgNqX3Y14/PxcWFkJShmGUrFAoUFBRAJpMZpCn1jYC2QZJIJIiLi9O7eTit4KdJio2NDdn3w52/HS7om5Suri6Ty2imZ9Ha29uRkJCglVjQJIWu4CqVSo00G0OdATVGQtgXuuYQPTw80N3dDT6fr1MwQ1EUvvnmGzz99NM4evQobrvttjFZ5+FG0AoEAmzfvh2nT59GfX09PD09kZaWhldffVWji6LtN/7dd99h1apVo7YtpgwzKTQwqFQqFBYWIj09HZmZmaiqqsLcuXOxYsUKLFu2TKcatrOzE/n5+XBycoK/vz9RMmvLBDY2SCQS5Obmws7ODtHR0QZNcukkGy6XC6FQOKhRuUwmQ25uLiwtLY3GlHqoGOscY6VSSexWeDwemEymxvytPqtYSqVSwwTYkG5SbhR0lGJnZ+eQyS49XkFXcLu7u4ecZjOWMAVCqA109byurg4SiQR2dnbw9vbu1+KnKAo//vgjNm/ejMzMTCxYsGDM1nG4EbRFRUXYvn07HnjgAURERKCurg6PPPIIoqOjkZ6eTpajx8wWLVpEHnNxcTGpm7SxhJkUGjDo1lR6ejoOHTqE4uJizJ49G2lpaVi2bBk8PDzAYDBw/PhxvPjiizhw4ACmTp2qcQLo6uoiM4gSiQTu7u5gs9l6m4MbbXR2diInJwdeXl4IDw83mvYUAGJUzuVy0dbWRgybaR9KOtrNycnJ5KLdxjvHWL3VRouE1G+ObmR9xprsjiXom9Lu7m7Ex8ePmMzRiSq0UIVOEvL09BzXsY+ysjLS6jcVQkiDFjrFxMQQksjhcPD4448jJiYGK1asAEVR2Lx5M3788UcsXbp0zNZNXxG0Bw8exH333QexWExuoBkMBg4dOoS0tLTRWv2bCmZSaCSgBRY0QczNzcWMGTMQGBiI7777Dtu2bcPjjz8+4HvQ7QYOhwOxWAx3d3eDVXMC1+106FQMYx1oB6Bhls3n82FlZQW5XA5PT0+TI4SGlmOsLhJSzwWmCeJwjn25XI7c3FxYWFggNjbWoKvWwwUdgdbT06PX6iedZkOrae3s7Mgc4lgJVUydENbU1KCurg6JiYka7Vi5XI6TJ0/iyJEjOHv2LAQCAZKSkvDII49g6dKlY+ZuoK8I2i+++ALPP/88eDweeYzBYMDHxwdSqRRBQUF45JFH8OCDDxr19WI8YSaFRgja2mP9+vW4cOECAgIC4O3tjdTUVKSmpsLX13fQH0R3dzepIHZ2dsLV1RVsNttgWj3Nzc3k7tLUfPp4PB4KCgrg4OCA7u7ufmbZ402ibgTGkGPc1dWlkQs81BlQqVSKnJwc2NnZISoqyqQIoVKpRH5+PuRyuc5MXH1AoVAQNa16i59W047Gsa9uzWKKhJC2eRrIP/LkyZO4//778corr0AikeDIkSPIy8vDjBkzyHUjODh41Nbxf//7H7766iuUl5drPO7l5YWXX34ZGzduHPQ9aMHTfffdh9dff508/uqrr+L222+Hvb09Tp8+je3bt2Pnzp3497//rfftuBlgJoVGCKlUioceegiXLl3C8ePH4eLigszMTGRkZOCPP/5AfHw80tLSkJqaioCAgEEvzBKJhFQQabsPeg5urOcyaL+3+vp6k7PTAXrzuYuLi4l3pLrNEI/HIypy2gvRmAginS7j7+9vNEbp2mZAaZKiXnFRb/UbU/70UKBUKjXa4WM119q3xa9QKEiL393dXW82T4N59Rkz6uvrUVVVhYSEBJ2CxLNnz2L16tXYvXs37rnnHvK7bGxsxLFjx3DkyBGEhITg448/HvbnDzXaNjMz84ZIoUgkwvz58+Hm5oajR48OeGxs27YN+/btQ0NDw9A3xAwCMyk0MvD5fKxcuRIymQxHjx7VyFWlKAqtra04fPgwMjIycPHiRURFRSE1NRVpaWkICQkZ9EKtPosiFArJLBCbzR71O2x165K4uDiT8nsDek/glZWVOk2pKYrSMMum28v6mIMbbbS1tSE/P1+v6TJjDfUZUIFAQKImnZyccO3aNbi7u2PKlClGQXaHCoVCgdzcXDAYDMTGxo6b0EndrJzH4xGbJ9qTbyRkztQJYUNDAyorKweMHPz1119x11134aOPPsLatWt1HrsURY3ouObxeGhraxtwmaCgIBw4cGDE7ePOzk4sXLgQ9vb2OH78+KDf44kTJ7Bs2TL09PQYRNfL2GAmhUaGH3/8ET/88AO++eabAT3RKIpCW1sbjhw5gvT0dJw7dw7h4eEkj3koFzeZTEYIikAgAIvFIhVEfQ+L07YsUql0VKxLxhPqhttDNaVWv0hyOByNOThPT0+DEjdwOBwUFRWZVKufbnM2NTWhra0NFhYWmDBhgtH58Q0Eej6SVr4b0k1Hd3c3IegdHR0aFdyheFGaOiGkoyLj4+N1GvhfunQJd9xxB95++22sW7duXG9mRhpBKxKJsHDhQtjY2OCnn34akg/o66+/jnfeeQcCgUCv23CzwEwKjRDDvaujK1BHjx5FZmYmTp8+jYCAAKSmpmLlypVDEgPQfnAcDkdDSctms2/YMFgqlSI3NxdWVlYmZ8tCm1K3t7cjPj5+xGRa3Sy7q6vLYOw+dOUYmwLU2+FOTk5kDk6lUo1J3OFoglaH29jYGLzNk64Krqenp1YvSvW834SEBJMjhM3NzSgrK0NcXJzOqMi//voLqampeP311/HYY48ZRHV7sAjapqYmzJ07F19//TWSk5MhEomwYMECdHd349ChQxrnTk9PT1hYWODYsWPgcDiYNm0abG1tcebMGWzZsgVbtmzByy+/PF6batQwk8KbECKRCMePH0dmZiZOnToFNptNWszx8fGDEkSFQkFO0nw+H7a2tqSC6OjoOKwTUFdXF3Jzc+Hq6oqIiAiTqMDQoIf3aS87fZE3bTOgYx35NpwcY2OEQCBAfn4+goODNdrhtFE8TdDpuEO6zWlIFVxdkMlkyM7Ohr29PaKioozqN6fNi1I99o3JZJo0IWxpaUFpaSliY2N1zlvn5ORg+fLl2Lp1K5544gmDIITA4BG0tbW1CAwMJFG3Fy5c0GmsXVNTg0mTJuHUqVN4/vnnUVlZCYqiEBISgo0bN2LdunVGdVwbEsyk8CaHWCzGyZMnkZGRgRMnTsDV1ZW0mJOTkwetICiVSmKUzefzYW1tTSqIg9lNtLe3Iy8vD/7+/ggODjaYk5c+QJtSW1hYICYmZtTIglQqJQSFjnwbrRY/DfWs35HkGBs6+Hw+CgoKEB4eDl9fX53LaUuVcHV1JVUsQyQkPT09xC7I2AUz6lGfPB4PMpkM1tbWUKlUJpdBDfSK1EpKShATEwN3d3etyxQUFGDJkiV45pln8Oyzz5rUOdWMsYGZFJpBIJFIcPr0aWRkZOD48eOws7PDihUrkJqailtuuWXQtm7fu/i+VivqJyhahRseHg4/P7/R3rQxxXj59MlkMkLQaT84mqCzWCy9XCBMOaMZuD4fGRkZCW9v72G9lq7g0nNwTk5OpM1sCBnkPT09yMrKIlV5UyIMKpUK+fn56OjogJWVFSQSicET9OGAy+WisLAQMTExOr0FS0pKsGjRIvz73//G1q1bTer7NWPsYCaFZmiFVCrF2bNnkZGRgSNHjsDCwgLLli3DypUrMWvWrEErXyqVCgKBgFitMBgMQhBFIhFqamp0qnCNGXQCC5vNRnh4+LidmBUKhYZZNl3BvZFMYPUcY322ww0FTU1NKC8v18t8JC3SotWZ9vb2ZP8Pd8RCH5BIJMjKyjJJBTVFUSguLkZHRwcSExNhY2NDCDqPxyNWQ+oE3Zi2n/Y1jY6O1nlclpeXY/HixXj44Yfx2muvGdX26QtKpdKgZ2ONBWZSaMagkMvluHjxItLT03H48GHI5XIsW7YMaWlpmDNnzqDkQN2Lr6WlBSqVCh4eHvD39x81w9rxAD2HZmgJLEqlEgKBgFSxRpIJLJfLkZ+fb5LRbsB1u6CBZrVGir4E3crKihCUsTArF4vFyM7OBpvNRlhYmMEcl/oATQhFIhESEhK0novoCjodN2ljY0MqiLqy5A0FfD4f+fn5mDp1qob9mDoqKyuxePFirF69Gjt37jSZ8+lQUF1dDWtra41u00jtdczohcmSwtdffx0nTpxAXl4erK2tIRQKB30NRVHYvn07Pv/8cwiFQsyYMQOfffYZQkNDyTICgQCbN2/WGJb94IMPTG5+RReUSiV+++03ZGRk4NChQ+jq6sKSJUuQlpaGuXPn6hQ60FUmsViM4OBgdHR0gMPhQKlUGr2SE7jedqRNqQ0VNEGnCaK6Wbabm5vW/T/eOcajCXXBzEB+b/qCSqUiiR5cLhcABt3/N4Kuri5kZ2fDx8dnSD6lxoShEMK+oEdcaCU5MLr7/0ZAe39GREToHGWora3FokWLkJaWhvfff/+mIoR1dXUICwuDi4sLpkyZglWrVuG2225DeHj4eK+aUcNkSeH27dvh4uKCxsZGfPnll0MihTt27MAbb7yBr776CoGBgdi6dSsKCwtRUlJCZlIWL16MlpYW7N69m8jqk5KSiKz+ZoJSqcSff/5JCCKfz8eiRYuQmpqKhQsXkjmqlpYWrFmzBps3b8bixYtJlYnOpKXj9mQyGTw8PMBmsw3erFkddJXJ2GxZ1JW0HA4HcrmcJEp4eHjA0tLSpJM8aP/I5ubmcRHMaDMrV89kvtFqbGdnJ7Kzs40qYWaoUKlUKC4uRmdn55AJobb3EAqFhKDT+98QlOQCgQB5eXmYMmWKTu/PhoYGLFy4EIsWLcKnn35qUr/NoUAsFiM3Nxe//vorjh07hitXrsDV1RVbtmzBihUrEBkZOd6raJQwWVJIY//+/Xj88ccHJYUURcHHxwdPPfUUtmzZAqDXp4zNZmP//v1YtWoVMeC8evUqEhMTAQCnTp3CkiVLBjTgvBmgUqmQnZ2N9PR0HDp0CE1NTZg/fz5mzJiBDz74AOHh4fj+++91DtxrM2umCYqnp6dBehdSFIWqqio0NjYO2ZTaUEEraWmCLpFI4OTkhK6uLnh5eZmcMIGiKJSVlYHP59+Qf6Q+10fdi5JO9BipF6VIJEJOTg4CAgIQGBg4Sms9PtAHIewLXUpymiCOZV5ye3s7cnNzMXnyZJ3XlJaWFixcuBCzZ8/Gnj17jOYGejRAt4v37NmD7777Dr/++itiY2PxyCOPYN26deO9ekYHMyn8G9XV1QgODkZubi5iY2PJ47Nnz0ZsbCw++OAD7N27d8RRPTcTVCoVCgoK8MEHH+DAgQMICQlBUFAQUlNTsXTp0kHneCiKglgsJgRFLBbD3d0dbDZ73O/gaahH8hkCqdA3aHW4paUlZDIZISheXl5GLzBRV1AnJCSM6QV/qOju7iYEUSQSkbhJLy+vQRXfQqEQubm5CAoKQkBAwBit8dhApVKhqKgIXV1dSExMhLW19ah8jkQiIS1m2upJPRN7tG6QhEIhcnJyEBYWptOVobW1FYsXL0ZycjL2799/UxNCoPeYoKuklZWVOH78OJ5//nlQFIVnn33WbGI9TBhe+WWc0NraCgD9hnnZbDZ5rrW1FV5eXhrPW1paws3NjSxjBsBkMlFfX4/09HS8/fbbmDdvHtLT0/Hpp59i06ZNmDNnDtLS0rBs2TK4u7v3O8EyGAywWCywWCwEBwdDLBaDy+Wivr4eJSUlGgRltC4KA0GpVKKgoAA9PT1ISkoyeruLvmhra0NJSQlCQ0MxceJEouRsbW1FeXn5mOZh6xsqlQqFhYXo7u5GUlKSwRJce3t7IliSSqWkxVlZWUnShLy8vPoRFNr7MyQkBP7+/uO4BfoHTQjFYvGoEkIAsLOzw8SJEzFx4kSS5sTj8VBTUwMbGxsNoZC+CCKdoBMaGqqTEPJ4PCxfvhxxcXHYt2/fTU8Igd7rDV0tDAkJweOPP46IiAjceeedePXVV2FlZYWXXnppvFfTaGBUpPC5557Djh07BlymtLQUkydPHqM1MkMbPv30UzzzzDP4+uuv8Y9//AMAEBkZiW3btqGiogLp6enYt28f/vOf/2DmzJlIS0vD8uXLwWaztZ5gHRwcEBgYiMDAQEgkEnA4HBL15OLiQiqIY0HOZDIZ8vLywGQykZiYaBBVS32CrhCq5xjb2dkhICAAAQEB/QgKXUExBqsPpVKJvLw8KBQKo/rubGxs4OfnBz8/P8jlcqKkraurg7W1NSEotFffQFUmY4U6IUxISBjTm0ErKyv4+PjAx8dHQ8mfn58PAKTFfCNCObrdHxwcrJPMt7W1Yfny5QgPD8c333xjkCM1Yw2aDPY97yxYsADnz5/H3LlzsWPHDgQEBOD+++8fp7U0LhhV+5j2/BoIQUFBGicMc/t4bFFeXo5bb70Vhw4dwi233KJzOVr1mZGRgczMTPz111+YPn06UlNTsWLFCvj6+g5KMHp6esgMYkdHx6jHvdGiCxaLhalTp5rcXfpwc4zpCgpt9UFn0rLZ7HHx4hsIcrkceXl5YDAYiI2NNYkLqjpBoZX8rq6uCAgIgLu7u8kID8aTEA4EWihE/wakUqmGUGio60kLgujKsDYIhUIsW7YMvr6+yMjIMJh9MNZQbxX3hboVDb3cL7/8gn/84x+Ij4/Ht99+e1PP/Q8VRkUKR4LhCk22bNmCp556CkDv3ZuXl1c/oUlWVhYSEhIAAKdPn8aiRYtueqGJOrq6uoZl0UNRFBobG5GZmYnMzEz88ccfSEhIQGpqKlJTUxEQEDAowegb9+bo6Eji3vSRumEoptSjAX3kGNNxh/SgvpWVlc40m7EGbaljY2OD6OhokyPzXC4XRUVFmDhxIskl16YkN0aot/sNiRD2BT0HTZ+Durq64OLiQuYQdd2kdnV1ISsra0BBkEgkQmpqKlxdXXH48GGTG1cZKtRJ3/Hjx3HlyhXY2dkhMTERCxYs0PoapVKJnTt34sUXX8SOHTvw9NNPj+UqGyVMlhTW19dDIBDg6NGjeOutt/Dbb78BAEJCQghhmTx5Mt544w1S4duxYwfefPNNDUuagoKCfpY0HA4Hu3btIpY0iYmJN6UlzWiAoii0trbi0KFDyMjIwK+//oro6GhCEIfitSaTycDj8Ujcm4ODAyGII/GTNFRTan1gNHKMaS8+miAyGAx4enqCzWYP2SxbX6CzfunqrqlUz2jQ/phRUVFk3lldyc/lctHd3U2sVsZrDnckMBZCqA09PT2kgtje3q51DpT2kPTz80NwcLDW9+nq6sI//vEP2NjYkOjRmx30bLo6XnzxRTz55JNab2hLS0tx//33g8/n4+zZszr3tRm9MFlS+MADD+Crr77q9/j58+cxZ84cAL2Chn379uGBBx4AcN28es+ePRAKhZg5cyY+/fRThIWFkdcLBAJs2rRJw7z6ww8/vGnMq8cSFEWBz+fjyJEjSE9Px/nz5xEeHo7U1FSkpaVh8uTJgxI0egaLw+Ggra1t2HnAHA6HZDT7+vrqc/PGHWORY0x7wdEEZSzNyiUSCbKzs00y6xfotSUpLS0dtN1PV7B4PB5EItGoj1noAzQhpCMVjYkQ9oX6HGhbWxusrKzg6uoKHo8HPz8/jXAEdXR3d+OOO+4AAJw4cWLUrjGffPIJ3nrrLbS2tiImJgYfffQRkpOTdS5/8OBBbN26FbW1tQgNDcWOHTuwZMkS8vxQQiBGir/++gvLli3DjBkzsHHjRnR1deHTTz/FuXPnsGbNGrz++uvkPK1eWfzyyy+xbt06HD58GCtWrDCnngwAkyWFZpgWKIpCe3s7jh49iszMTJw5cwaTJk1CamoqVq5cOSRjZfW4MR6PBxsbG1JBdHJy6neSaGhoQEVFhdGZUg8F6grqscoxps3K6Rk4qVQ6al6UXV1dpN1vatFuwPWc5piYGLi7uw/5dX0rWCwWi5D00bRaGQ5MiRD2hVKpREtLC8rLywH0KmdpkQqLxSKVeolEgrvvvhvd3d04deoUnJycRmV9fvjhB6xZswa7du1CSkoK3n//fRw8eBDl5eX9nDYA4I8//sCtt96KN954A8uWLcO3336LHTt2ICcnB1OnTgUwtBCI4YKeEfz222/xwgsvID09nXgFFxUV4f3338fevXuxevVqvPnmm0SsQ79OLpdj1qxZ8PLyQnp6ukkdU/qGmRSaYZTo6OjA8ePHkZmZiVOnTmHChAmkghgXFzcoQaTjrjgcjsYMHJvNhpOTE6qrq9HY2IjY2Fi4uLiMzUaNEWjRBQDExsaOiwpXm1kzPaTv6el5QydtWslJt+UMgejoE/TNSlxc3IjmP2moW63w+XySCezl5QVnZ+dx2W+0x2lPTw8SEhKMRiE+VEgkEmRlZcHLywuhoaHkJun8+fN47rnnkJKSgkWLFuHXX3+FQCDA6dOnR/X8k5KSgqSkJHz88ccAeve/v78/Nm/ejOeee67f8nfffTfEYjGOHz9OHps2bRpiY2Oxa9euIYVADBXaqnkHDhzAsWPH8MMPP0CpVJJOQ0VFBd59913s3r0bd911F3bu3NnPo3PDhg24dOkSrly5YnK+svqEmRSaYfTo6urCyZMnkZGRgZ9++glubm5YsWIF0tLSkJSUNGiLUn0GjsPhkJNReHg4fHx8TIpUSKVS5ObmGlyOsVgsJhUskUhEhvS9vLyGVV2gjZsDAwN1KjmNGXV1daiurkZcXJxeyQJ9k0RX0ekKFp0JPBazmKZOCHt6epCVlQUPD49+YjWVSoW8vDz8+OOPOHbsGOrq6jB9+nTceeedSE1NRVBQkN7XRyaTwd7eHunp6UhLSyOPr127FkKhEEeOHOn3mokTJ+LJJ5/E448/Th7bvn07Dh8+jPz8/CG5eAwV9Hn44sWLOHbsGMRiMcrKykBRFE6fPg1ra2sNNXJVVRXee+89fPbZZ7jjjjvwv//9DyEhIeR9WlpasH//fmzZssXkji19wjglaSYAgUCAzZs3a8wmfvDBBzrnRmpra3Wq03788UfcddddAKCVwHz33XfDukMzNrBYLNx1112466670N3djdOnTyMjIwN33HEHHBwcsHz5cqSlpWH69OlaW5T0BdDNzQ0ymYwoBysqKlBRUUEqiGMtktA36Bk7Z2dng8sxdnBwgIODAyZNmkSshrhcLq5duzbkNI+2tjaT9ekDgJqaGtTW1iI+Pl7vkYoWFhZkH6tUKrS3t4PH46GkpARKpZK0+d3d3UdFyXyzEEI3Nzet7gVMJhNRUVF47733wGKxkJeXh0uXLuHIkSN49tlnMXnyZKSlpeH+++/Xy2weAPD5fCiVSq2BDWVlZVpf09raOmjAA/2YrmWGCgaDgaNHj+Kuu+6CXC4n+8zNzQ1Hjx5FWloaLC0tCTEMDg7Gli1bYGNjg/feew9MJhPffPMNOZY8PT3NhHAIMJPCccK9996LlpYWnDlzhqiY169fr1PF7O/vj5aWFo3H9uzZg7feeguLFy/WeHzfvn1YtGgR+dvU2p8Dwd7eHmlpaUhLS0NPTw/Onj2LjIwM3HvvvbCwsMDy5cuxcuVKzJw5U+PkwOFwsHv3bixevBjTpk2DlZUVmWPkcrkoLi6GUqkkF05j84GjZ+y8vLwM3lLH1taWpEnQSvLB0jy4XC4KCws1TLdNBRRFobq6Gg0NDUhMTNSLQnwgMJlMuLu7w93dHeHh4aTFWVlZiaKiIo1MZn3MZtGm2zKZzCQJoVQqJYKnKVOmaP3tKRQKPPLIIygtLcX58+fBZrMRHR2NjRs3oqOjAydPnsThw4dRUFCgN1Jo6GhqasLjjz+OWbNm4T//+Q/c3d3x/fff4+uvv8aOHTvg4eGBWbNmwcLCghDDSZMmYdOmTbC2tsaqVas0jiVjtWUaa5j30jigtLQUp06dwtWrV8mw7EcffYQlS5bg7bff1up3aGFhAW9vb43HDh06hH/+85/9qosuLi79lr0ZYWtri6VLl2Lp0qWQy+W4cOEC0tPT8fDDD0OhUGDZsmVIS0uDn58f7rjjDgQGBuK5554jJxIGgwE3Nzdyd9/R0QEOh4OysjIoFAp4eHiAzWaPuor2RiEUCpGXlwd/f38EBQUZNCHsC2tra/j6+sLX11dDxVlbW0vMsplMJurq6jRsWUwFFEWhsrISzc3NSExMHHOXAwaDAWdnZzg7OyM0NBRdXV3g8XhobGxEaWnpkLz4BoI6IYyPjzc5QiiTyUh1XpcCXqlUYtOmTcjOzsaFCxf6VdmcnZ2xatUqvXd7PDw8YGFhAQ6Ho/E4h8PRef3w9vYecHn6vxwOR+PmjMPhaLSTdYEmd3w+H01NTWAymXjyySeJujk4OBjBwcHYvn07nn76abz55puYM2eOBjEMDAzEK6+8AisrK425QzOGBuMpdZgQLl++DBcXF0IIAWDevHlgMpm4cuXKkN4jOzsbeXl5ePjhh/s999hjj8HDwwPJycnYu3cvzGOjvVFV8+fPx+7du9HY2Ij09HSwWCxs2LABs2fPho+PDx555BGoVCqtr2cwGHBxcUF4eDhmzpyJ+Ph42Nra4tq1a7hw4QIKCgrQ2toKhUIxxls2MPh8PnJychAUFGT0ogsrKytMmDABMTExmDNnDkJDQyEQCFBdXQ0mkwmBQACBQGAyxzvtIdnS0jIuhFAbWCwWAgMDkZKSgpkzZ8LLywtcLheXLl3Cn3/+ierqanR1dQ3pO7hZCKGjoyMiIyO1/vZUKhWeeOIJXLp0Cb/88suYBiBYW1sjISEBZ8+e1Vifs2fPYvr06VpfM336dI3lAeDMmTNk+cDAQHh7e2ssIxKJcOXKFZ3vqQ76GpiSkoKPPvoILBaLEEKVSgU2m421a9fijTfeQFVVFZ5++mmcPXsWCoUCTCaTnL/pY8lMCIcPc6VwHNDa2tqvomFpaQk3N7chz118+eWXmDJlSr8ouVdeeQW333477O3tcfr0aTz66KPo6urCv//9b72tv7HD0tKS3F3+3//9H1avXg0Wi4XnnnsO69evx6JFi5CamooFCxZoVampV09CQkKIira6uhrFxcUaKtrxvNBpyzE2FVhYWKC7u5sYG6tUKtJCpiiKtJjHSiShb1AUhbKyMvD5fCQmJo6Kh+SNom+bn67i1tTUkCquLrsn2hLJVAmhXC5HTk4O7O3tBySEzzzzDH755RecP38eEydOHPP1fPLJJ7F27VokJiYiOTkZ77//PsRiMR588EEAwJo1a+Dr64s33ngDAPCf//wHs2fPxjvvvIOlS5fi+++/R1ZWFvbs2QOg99z4+OOP47XXXkNoaCixpPHx8dEQswwEep71u+++I5VJ9eqpi4sL7rnnHlhYWOCFF17A888/j//+979YtGiRyR1H4wGz+liPeO6557Bjx44BlyktLUVmZia++uor4lVFw8vLCy+//DI2btw44HtIJBJMmDABW7duJZF8urBt2zbs27cPDQ0NQ9uImwSHDx/Gfffdh/feew/r1q0D0HuSzsrKQnp6Og4dOoTm5mYsWLAAqampWLx48ZBmudRtVrq6uuDm5gY2m623+auhgrYtiY6OhoeHx5h97liAoihUVVWhsbER8fHxGh5udB4t/R3QbX467s0YKgcURaGkpATt7e1ISEgwWINpXVAoFETJzOfzYWFhQZTMrq6uoCgK+fn5UCgUiIuLM7kLuVwuR3Z2NmxtbREdHa31pkSlUuHFF19ERkYGLly4gJCQkHFY0158/PHHxLw6NjYWH374IVJSUgAAc+bMwaRJk7B//36y/MGDB/HSSy8R8+qdO3dqNa8eKARiICgUCly4cAFPPvkkioqK8OKLL+KZZ56Bo6OjhtpYJBIhMzMTGzduxKRJk/D7778Py7PTDO0wk0I9gsfjoa2tbcBlgoKCcODAATz11FNob28njysUCtja2uLgwYMkdk8XvvnmGzz88MNoamoa1FT5xIkTWLZsGXp6esbEoNgYkJGRgbVr1+L//u//kJqaqnUZurVFE8SamhrMnTsXqampWLp06ZB83Lq7u4nNTWdnJ1xdXUn1ZLS+C4qiUFNTg7q6Or3blhgCKIpCeXk5uFwu4uPjB2ypqptlc7lc9PT0aBBEQyQjKpUKxcXF6OzsJCMKxgxayayeaGNpaQkLCwskJiaa3DlJoVAgJycHVlZWiImJ0UoIKYrCyy+/jG+++Qbnz5/H5MmTx2FNDQPqXoTq/y+Xy/Hbb7/h0UcfBZ/PxyuvvII1a9aAxWJpEMPOzk5kZGQgICAAt91227hthynBTArHAaWlpYiIiEBWVhYSEhIAAKdPn8aiRYvQ2Ng46FzJnDlz4OHhgfT09EE/6/XXX8c777wDgUCgl3U3BfB4PFRVVWHatGlDWp6iKBQXFxOCWFpaittuuw1paWlYunQp3N3dByWIEomEXBg7Ojrg7OxM0lT0deEfjRxjQ8KNVNAoiiJxb+pVXJqkG0LCgXrW71ilzIwlFAoFsrOzIZVKwWAwIJPJDGbUQh9QKBTIzc2FhYWFTg9QiqLwxhtvYM+ePTh//jwiIyPHYU0NA7QIpL29HQqFAmKxWMNbVKFQ4NKlS1i/fj0EAgG2bduGBx54AI6OjhoEkiaJ5ug6/cBMCscJixcvBofDwa5du4glTWJiIrGkaWpqwty5c/H1119r5FBWVlYiLCwMP/30k4btDAAcO3YMHA4H06ZNg62tLc6cOYMtW7Zgy5YtePnll8d0+0wVNPHKyMhAZmYm8vPzMWvWLKSlpWH58uXw8vIa9MQklUpJBVEoFBIfPjabPeJW4VjkGI8nVCoVioqK0NXVpZcKGl3Fpc2yaZI+UhXtjULdp8/Uot2AXgJAt4zj4+NhYWHRj6TTlXRPT0+jq5AqlUrk5uaCwWAgNjZWJyF855138MEHH+DcuXOIiYkZhzU1DNCEsKKiAmvXrkVLSwukUilWrVqFp556ioQGKBQKXL58GY888ghaW1uxdetWPPjgg3B2djaTwFGCmRSOEwQCATZt2qRhXv3hhx+SdhhtVn3+/HnMmTOHvO6FF17AgQMHUFtb2681cerUKTz//POorKwERVEICQnBxo0bsW7dOqMctjd00K1amiBmZWVh+vTpSE1NxYoVK4aUhiKTyciFUSAQgMVikQriUKOYxiPHeCxBEwpalKBvwtQ3D9jR0ZFUEMciDovePrlcbpKiC6VSiby8PKhUKsTFxWn1i+tbSR/r7+BGQG8fRVGIi4vTSQg//PBDvPXWWzh9+rSG88TNisbGRsyaNQs8Hg/Tp09HTU0NqqurMWfOHGzbtg0zZ86EpaUllEol/vrrL2zYsAGtra148sknsWHDhhuKeDRDN8yk0Awz9ACKotDQ0IDMzExkZmbi8uXLSExMJHF7EydOHJQg0lm0HA4HbW1txKiZzWbDwcFB6+sNIcd4NKFQKMgFdyy2T90su62tDfb29uQ7UDfL1heGQpiMGSPZPl3fgaenp1Yl83iCJvRKpVLn9lEUhV27duHVV1/FqVOnhjy2Yur48MMPsWfPHmzfvh133XUXGhoa8N133+F///sfgoODiQch7TeYk5ODtWvXoqysDIWFhTd16300YSaFZpihZ1AUhZaWFhw6dAiZmZn49ddfER0djbS0NKSmpg7JL1ChUJALI5/Ph62tLakgOjo6gsFgQCqVIicnh6gcjUFZOxzQth700P5Yb59CoSA2K3w+H9bW1qR6NRSh0VDeX73laCaE/dH3O7CysiJKZhcXl3HtgNBiNLrCq4sQ7t27Fy+++CJOnDiBWbNmjcOaGgbUBSJAr90NnepFo729HT/88ANefPFF+Pv7Y8eOHbj99tsJMczKykJra6tOgaAZNw4zKTTDjFEERVHg8/mEIJ47d47kmKampmLy5MmDkgulUgk+nw8Oh0PIiaurK9ra2uDq6mpwOcb6AE147e3tERUVNe7bp1Qqic0Kj8fTyAoeCTmRy+XIzc2FpaXluBDe0cZoVEBVKhUEAgH5DiiKgqenJzw9Pcc8VYieAZVKpTpb/hRF4ZtvvsHTTz+NY8eOaYwB3WxQKBSwtLREd3c3+Hw+xGIxTpw4AXt7ezz66KOQSqVk7EUkEuHHH3/E888/D29vb+zcuRO33357v7EY80zh6MBMCs0wY4xAZykfPXoUGRkZOHPmDIKCgpCamoq0tLQhkTulUommpiZUVFSAoihYWVmBzWaDzWbDxcXFJE6SEokE2dnZcHFxQURExLgTwr7oa7NCkxPaLHswciKTyZCTkwMbGxuTrPDSogt6xm40KqDqfpQ8Hk9DyTzadkO0SlwikejMaqYoCj/88AP+/e9/49ChQ5g/f/6orY+hgxaVCIVC3HXXXSgsLIRQKIRMJsMtt9yCU6dOabWaSU9Px9atW2Fra4sdO3Zg5cqVBncuMEWYSaEZWiEQCLB582YNIcwHH3wwoC/cnDlzcPHiRY3HNmzYgF27dpG/6+vrsXHjRpw/fx4sFotEFpla62wo6OjowPHjx5GRkYGff/4ZPj4+hCDGxsZqPQE2NjaioqICAQEBCAgI0CAnDAaDVK9cXV2N8gQqFouRk5MDDw+PIVVRxxsURZFMbC6XC7lcrpGJ3fe4pqPPDKUCqm/QhBCATtGFvkFRlIZpvFgshpubGyHq+hRe0Sp4sViMhIQEnaKnzMxMbNiwAT/++COWLl2qt883VnR3d2POnDkoKSnB7NmzIZVKce3aNXA4HLzyyit49NFH+1nNdHV1ISMjAxs2bMAnn3yiNdLVDP3DTArN0IrFixejpaUFu3fvJpY5SUlJxDJHG+bMmYOwsDC88sor5DF7e3uSOKFUKhEbGwtvb2+89dZbaGlpwZo1a7Bu3Tr873//G/VtMmR0dXXhp59+QkZGBn766Sd4eHhg+fLlWLlyJZKSksBkMpGRkYHNmzfj+PHjiI+P13i9SqWCUCgk5ISuXrHZbKOJeuvs7EROTg58fHwQEhJi8ISwLyiKQmdnJyEnEolEw4ePHpans3CN4TsZDsaDEGoDbTfE4/HQ0dFBLJ+8vLxuyKqJ9isViURITEzUSQiPHTuGhx56CP/3f/835Gg3UwTdMgaA3377Dffddx9efPFFrF+/Ht3d3Th//jy2bNkCHo9HPAidnJz6EcP6+npERESM56bcVDCTQjP6gTbXvnr1KrFOOHXqFJYsWTKgufacOXMQGxuL999/X+vzJ0+exLJly9Dc3EyyLHft2oVnn30WPB7P5LzZRoru7m78/PPPyMjIwIkTJ8BisZCUlISffvoJb7zxBjZs2DDg67VFvdFVk7GevRoqOjo6kJOTg0mTJiEwMHC8V0cv6OrqImryzs5OMJlMODo6Ijo62uh8+AaDumhmPAlhX0ilUiLYEggERNHv5eU1LDU5bZwuFAoHTGI5efIk1qxZg/379+Ouu+7S56YYJeRyOXbt2oXa2lqcPXsWWVlZhCgqlUr8+eef2LBhA5qbm/HSSy/hoYcegouLC2haov799BWqmDE6MJNCM/ph7969I4rhmzNnDoqLi0FRFLy9vbF8+XJs3bqV3J1v27YNR48eJRYqAFBTU4OgoCDk5OQgLi5uVLfLGNHT04Mnn3wSX3zxBYKDg9He3k4qiDNmzBh0doqOeqMriDKZjLQ3DSULWCAQIC8vDyEhIZg4ceJ4r47eIZFIcPXqVUIEabNsmpwYW7ZxX9CEkMlk6jRuNgTI5XLw+XzweDyiZFYXC+kiiBRFobS0FAKBAImJiToJ/dmzZ7F69Wrs2bMH99xzz2huisHhm2++weTJk5GUlKRB3h555BHs2bMHycnJCAsLw9dff60hKqEoingQ1tbWEmLo5uY2nptzU+PmG+QyY1C0trbCy8tL4zFLS0u4ubmhtbVV5+vuueceBAQEwMfHBwUFBXj22WdRXl6OzMxM8r50hZAG/fdA73uzgqIovPXWW/j+++9x4cIFJCUl4fz588jIyMCDDz4IpVKJZcuWIS0tDXPmzNFaaWUwGHB2doazszNCQ0PR1dUFDoeDyspKFBUVjXsWMI/HQ2FhISZPnjxovKMxQiwWIzs7G2w2G2FhYcRKiK5eVVRUgMViaVSvjAnGQggBwMrKChMmTMCECROgVCqJkjk/Px8ASJvf3d2dkBo6a3swQvjrr7/innvuwSeffILVq1eP2TYZAjo7O7FhwwY88cQTZNSFxtatW1FRUYHz58+jpqYGDQ0N8Pf3Jy1iBoOB5ORkfP7559i0aRNefvllCIVCvPDCCyaXymQsMNdibyI899xz5Ieo619ZWdmI33/9+vVYuHAhoqKicO+99+Lrr7/GoUOHUFVVpcetuDmgUqnwxBNP4LPPPsPFixdxyy23wMrKCgsWLMDu3bvR1NSE9PR0ODg44LHHHkNgYCDWr1+P48ePo6enR+t7MhgMODo6IiQkBLfccgtSUlLAYrFQW1uLixcvIjc3F83NzZDL5WOyja2trSgoKEBkZKRJEsKuri5kZWVhwoQJhBACgI2NDfz8/BAfH4/Zs2dj4sSJEIlEuHLlCv744w9UVlZCJBLB0Js4xkQI+8LCwgKenp6IjIzErbfeSlTgZWVluHDhAgoKCtDS0oKysjLweDwkJCToJISXLl3CP//5T7zzzjtYs2bNqM3CfvLJJ5g0aRJsbW2RkpKCv/76S+eyn3/+OWbNmgVXV1e4urpi3rx5/ZZ/4IEH+p3/+0anDgUsFgvz5s3DpUuX+h23vr6++O6777Bs2TLweDw8++yzaGhoAIPBAEVRhBwmJSXhs88+g5eXF+RyuZkQjiPM7eObCDweD21tbQMuExQUhAMHDoyofdwXYrEYLBYLp06dwsKFC83t42GgtrYWd955J3788UcEBQUNuKxSqcTly5eRnp6OQ4cOQSgUYuHChUhLS8OCBQuGdIKlc2g5HA66urrg5uZGqlejMevZ1NSE8vJyREdHw8PDQ+/vP97o7OxEdnY2/P39ERQUNCSioFAoNLwQh9reHA8YMyEcCLRYiMPhoKmpCXK5HK6urvD29tb6W7hy5QrS0tLw+uuv47HHHhu17+iHH37AmjVrsGvXLqSkpOD999/HwYMHUV5e3q+rAwD33nsvZsyYgVtuuYVYuhw6dAjFxcXw9fUF0EsKORwO9u3bR15nY2Mzovi4vXv34l//+hdOnjyJhQsX9vMQbGtrw5o1a3Dy5En861//wosvvoiAgIB+s4NNTU1k/cw+hOMDMyk0ox9ooUlWVhYSEhIAAKdPn8aiRYsGFJr0xaVLlzBz5kzk5+cjOjqaCE1aWlrIiWzPnj14+umnweVyTS6z90YxkpOiSqXC1atXCUFsbW3F/PnzkZaWhkWLFsHR0XHQ96BzaDkcDkQiEVxcXAg50YdAoq6uDtXV1YiNjTXJ/FKRSIScnBwEBASMWDSj3t7k8XgGZTekUCiQk5NjssbbFEWhqqoKTU1NiIyMJHY37e3teOeddzBz5kzcfffdEIvFWL58ObZt24bHH398VAlMSkoKkpKS8PHHHwPo/Z37+/tj8+bNeO655wZ9vVKphKurKz7++GOsWbMGQC8pFAqFOHz48A2vX3V1NebNmwdfX198//33hNipQygU4v7778eJEyewdu1abNu2jfw++p7rzKKS8YOZFJqhFYsXLwaHw8GuXbuIJU1iYiKxpGlqasLcuXPx9ddfIzk5GVVVVfj222+xZMkSuLu7o6CgAE888QT8/PyIdyFtSePj44OdO3eitbUV999/P/71r3/d9JY0owGVSoW8vDxCEGtrazFv3jykpqZiyZIlQ4pq6+npISpmoVAIJycnErc3XIEERVGoqalBfX094uLi4OzsfCObZ5AQCoXIzc1FUFAQAgIC9PKetN0Q/T0olcpxU5ObOiEEgKqqKjQ2NiIxMREODg7k8Y6ODuzevRsnTpxAXl4eWCwWEhMT8c477yAqKmrUSKFMJoO9vT3S09M1LG7Wrl0LoVCII0eODPoenZ2d8PLywsGDB7Fs2TIAvaTw8OHDJCHp9ttvx2uvvQZ3d/cRrefjjz+ODz/8EO+++y4effRRrR0GkUhEPvf+++/Htm3bEBwcPKLPM2N0YCaFZmiFQCDApk2bNMyrP/zwQzIIX1tbi8DAQJw/fx5z5sxBQ0MD7rvvPmLs6u/vj5UrV+Kll14iPoVAb5Vo48aNuHDhAhwcHLB27Vq8+eabN6V59ViC9lhLT09HZmYmysvLcdtttyEtLQ1Lly6Fm5vboBc1WiDB4XDQ3t4OR0dHUr1Sv3jq+vyKigq0tLQgISHB6AQVQ0F7eztRUfv7+4/KZ9Bm2TRBpNXktFhoNH9Hph7NB/SOs9TV1SExMVHnMVpSUoK0tDRMnz4dKpUKp06dwoQJE7By5UqsXLkS06ZN02uVq7m5Gb6+vvjjjz8wffp08vgzzzyDixcv4sqVK4O+x6OPPoqff/4ZxcXFpNr//fffw97eHoGBgaiqqsILL7wAFouFy5cvD+u7pat67e3tmDdvHgQCAb777jtMmzZN6/JdXV1Yt24dfvjhByxcuBB79+7FhAkThvx5ZowuzKTQDDNuMlAUhWvXriEjIwMZGRkoKCjArbfeitTUVCxfvhxeXl6DEkSZTEYUtG1tbXBwcCAVxL4XU9rSo62tDQkJCSY5RN7W1ob8/HyEhYXBz89vTD5TW5KHulm2PmdBbwZCWFtbi9raWiQkJOgcsygrK8PixYuxbt06vPrqq2AwGOju7saZM2dw6NAhHDt2DNOnT8fx48f1tl43SgrffPNN7Ny5ExcuXEB0dLTO5aqrqxEcHIxffvkFc+fOHfZ6KpVKfPnll3jiiScQHByMw4cP65yH7u7uxp133glra2u9tK/N0B/MpNAMM25iUBSF6upqZGRkIDMzE9nZ2Zg+fTpSU1OxYsUK+Pj4DEoQaf83DoeDtrY22NnZwcvLC2w2G/b29igpKYFIJBpQwWnM4PP5KCgoGHdbHVosxOVy0dnZCVdXV0IQb2S/04TQysrKJLOagd74zaqqKiQkJGh0NtRRWVmJRYsW4d5778WOHTu0VgMVCgVaW1v1emNwI+3jt99+G6+99hp++eUXEkQwEDw9PfHaa68NapCvC52dnfjvf/+L9957D5GRkfj6668RGxtLziHqs4NyuZzYYJlnCA0HZlJohhlmAOg9YTc0NBCCePnyZSQlJSE1NRWpqamYOHHioARRoVCAz+cTgQTQa/8xdepUuLu7m5yakMvloqioCBEREfD29h7v1SHQNgs6kqg3uVyOnJwcWFtbIyYmxiQv3A0NDaisrER8fLzOOdeamhosXrwYK1euxHvvvTfm+yElJQXJycn46KOPAPSSqIkTJ2LTpk06hSY7d+7E66+/jp9//llnK1cdjY2NmDhxIg4fPowVK1aQzxnqttKEr6OjAy+++CJ27doFPz8/vPrqq5g7dy65YeqrODYTQsOCmRSaYbQQCATYvHmzxtzjBx98oHMWSCAQYPv27Th9+jTq6+vh6emJtLQ0vPrqqxoXA23E5bvvvsOqVatGbVsMDRRFobm5GYcOHUJmZiZ+++03xMTEIC0tDampqYParCgUCuTl5UEqlcLR0RFtbW2wtLQkFcShiFwMHRwOB0VFRYiKitJqC2IokMlkhCCqR72x2Ww4ODjo/B5uBkLY2NiIa9euIT4+Hi4uLlqXqa+vx6JFi7B48WJ88skn47IffvjhB6xduxa7d+9GcnIy3n//ffz4448oKysDm83GmjVr4OvrizfeeAMAsGPHDmzbtg3ffvstZsyYQd6HxWKBxWKhq6sLL7/8Mu644w54e3ujqqoKzzzzDDo7O1FYWAgbGxuNqt7Zs2eH1FKmCZ5YLMbHH3+ML774Ag0NDVi8eDEeffRRzJ8/nyxrtpwxTJhJoRlGi8WLF6OlpQW7d+8mCumkpCSikO6LoqIibN++HQ888AAiIiJQV1eHRx55BNHR0UhPTyfLMRgM7Nu3T8PI1cXFxSRbn0MBRVHg8XiEIJ4/fx5TpkwhBDE8PFzj5M7j8XDgwAHceuutiImJgaWlJVQqlYYHH4PBIDOILi4uRkc4WlpaUFpaiqioKHh6eo736gwZdKufy+WCz+fD1taWVBCdnJw0WnumTgibm5tRVlaGuLg4ndZIzc3NWLRoEebMmYPdu3ePa+v8448/xltvvYXW1lbExsbiww8/REpKCoDeiNFJkyZh//79AIBJkyahrq6u33ts374d//3vfyGRSJCWlobc3FwIhUL4+PhgwYIFePXVV/ulTt1+++2oqqpCWVnZkBwHaGIol8uRn5+PPXv24MsvvwSTycQ//vEPzJ8/HytXrhyxytmM0YWZFJphlKC9FK9evUpmZU6dOoUlS5YMy0vx4MGDuO+++yAWi4lyk8Fg4NChQxrzO2b0gqIotLe348iRI8jIyMAvv/yC4OBgpKamIi0tDc7Ozli2bBkmTJiA48ePa1XDqlQqtLe3g8PhgMfjgaIoQkzc3NwMnoDQxtsxMTFGfWFTKpUaBNHS0pLEvFVVVcHGxsZkCSFN6mNjY3Xm7La2tmLx4sVISUnBvn37THKWcii49dZbweFwkJeXN2Qbqr5VwHPnzuHy5cv44osvwOfzERMTg/fff39Ic45mjC3MpNAMo8TevXv1krryxRdf4Pnnnyfzb0AvKfTx8YFUKkVQUBAeeeQRPPjgg+ZWhxZ0dHTg2LFjyMjIwKlTp2BnZ4eQkBDs3LkTiYmJgxIKiqIgFArB4XA0PPjYbDbc3NwM7kLc0NCAioqKAatLxgiVSgWBQIDW1la0tLSAwWBgwoQJ5HswJWLY2tqKkpKSAUk9j8fDkiVLEBUVhQMHDtyUlllKpRIWFhZYt24dvvzyS/zxxx9Dmk1UR995wY6ODjQ2NqKjo0Pv1j1m6Ac335FuhkmgtbW13xyXpaUl3Nzc0NraOqT34PP5ePXVV7F+/XqNx1955RXcfvvtsLe3x+nTp/Hoo4+iq6sL//73v/W2/qYCZ2dn3HfffZg+fTpyc3MRHBwMNzc3LF++HB4eHlixYgVWrlypkyAyGAySzxoeHk48+MrKyiCXy4lJs4eHx7gTRDqJZaD5M2MFk8mEs7MzKisr4enpCT8/P/D5fJSUlIyrWba+weFwUFJSgujoaJ2EsK2tDcuXL0d4eDi++eabm5IQAiDf88KFC/Hll1+iqqpq2KRQ/TevUqng7Oxskqb1poSb82g3w2Dx3HPPYceOHQMuU1paesOfIxKJsHTpUkREROC///2vxnNbt24l/x8XFwexWIy33nrLTAp1oLi4GPPnz8eqVavwzjvvEO+2U6dOITMzE2lpaXB0dMSKFSuQlpaGadOmaSUWDAYDLi4ucHFxQWhoKMmgraysRFFRETw8PMBms0fdpFkbampqUFtbO6BC1Zghl8uRnZ0NOzs7REVFgclkwsPDA+Hh4RCJROByuaioqEBhYaGGWTZtKWIMoJXiA+VtC4VCpKamIiAgAN9//71Rbd+NYKCYOXoUJz8/H/fee++I1cLmqqBxwNw+NsOgwOPx0NbWNuAyQUFBOHDgwIjbx52dnVi4cCHs7e1x/PjxQQUkJ06cwLJly9DT02POZ+6DnJwcLFiwAJs3b8a2bdu0tth7enpw5swZZGZm4siRI7CxscHy5cuRlpaGGTNmDHrhVTdp5nA4kEgkGibNo3nhpn0cGxoaBjQ1NmbIZDLk5ORoEEJtoCgKYrGYtPrFYjHc3NzIPKg+zbL1DR6Ph4KCggGV4iKRCCtWrICbmxsOHz58UwrLrly5gsmTJ8PKyopYFymVSgQHB4PNZuOPP/4Ak8k0j9KYMMyk0AyjBC00ycrKQkJCAgDg9OnTWLRo0YBCE5FIhIULF8LGxgY//fTTkDzbXn/9dbzzzjsQCAR63QZTQG1tLU6dOoVHHnlkSMvLZDKcP38eGRkZOHz4MCiKwrJly5CWlobZs2cPiVioE5Ourq5RIyYURaGyshLNzc0mG80nk8mQnZ0Ne3v7AQmhNnR3dxOrG5FIBBcXF/I9GBKhotNmIiMj+ylraXR1dWHlypWwtbXF8ePHh53rbQr4z3/+g48++ggBAQFwd3dHSkoKfH19MX36dDz66KOwsLBAdnY2rKys+h0n9Pyh2WbG+GEmhWYYLRYvXgwOh4Ndu3YRS5rExERiSdPU1IS5c+fi66+/RnJyMkQiERYsWIDu7m4cOnRII6/X09MTFhYWOHbsGDgcDqZNmwZbW1ucOXMGW7ZswZYtW/Dyyy+P16aaJBQKBX777TccPHgQhw8fhkQiwbJly5Camorbb799SMSiLzGhUzy8vLxuqKpLRwFyOBwkJCQMmu1sjLgRQtgXPT09JPZwuLnYowmBQIC8vDxMmTJFZ75ud3c37rjjDgC9XQFTJP+DgcfjYd++fSgtLQWHw0F+fj46OzvR1dUFBoNBDKdXrFgBf39/zJkzB+7u7pg6dSqcnJwMukpsxvBgJoVmGC0EAgE2bdqkYV794YcfkpN6bW0tAgMDcf78ecyZMwcXLlzAbbfdpvW9ampqMGnSJJw6dQrPP/88KisrQVEUQkJCsHHjRqxbt848EzOKUCqV+OOPP5Ceno7Dhw9DKBRi0aJFSEtLw/z584dU0aVTPDgcDjo6OuDs7ExMmodTuaIoCmVlZeDz+Sab1UwTQgcHB0ydOlWvx7a2XGyaILJYrDGrJLW3tyM3N3fA+EGJRIK7776bzMDqiri72dDS0oKOjg5UVlYiLy8Pubm5OHToEGxtbdHT00OW8/HxgZeXF2JiYuDl5YVly5Zh1qxZ47jmZtwozKTQDDPMMCioVCr89ddfhCC2trZiwYIFSEtLw8KFC4c01yeVSkkFka5c0WbZA5E8iqJQUlKC9vZ2JCQkmGQbcTQJYV+oxx7y+XxYW1sTgjiaqTZCoRA5OTkIDw+Hr6+v1mWkUinuuecetLW14fTp0yanKB8uKIoCRVFgMpn92sCfffYZHnvsMezatQuxsbEoLS0lZJHD4aC8vBxubm7Iz8/Xub/NMA6YSaEZZphhsFCpVMjNzUVGRgYyMjJQX1+PefPmIS0tDUuWLNFI4dAFunLF4XAgEAjAYrE0Yt7UP6u4uBidnZ2Ij483qLk4fWEsCWFfKJVKjVQbCwsLQhD1mWrT0dGBnJwchISEwN/fX+syMpkM999/P5qamvDLL7/oNLC+2UGTw7y8PMTHx+PRRx/Fxx9/rLFMd3c3SkpK4OvriwkTJpizjI0cZlJohhlmGAUoikJRURHS09ORmZmJa9eu4fbbb0dqaiqWLl0KNze3QQmiXC7XaG3a2dkRm5va2lp0d3cjPj7eJFXmMpkMWVlZYLFYY04I+0Jbqo26F+JI100kEiE7OxvBwcGYOHGi1mXkcjkeeughVFRU4Ny5czrtacy4jra2NiQkJCA0NBRnzpwBcF1cog4zITR+mEmhGWaYYXSgKArl5eWEIBYVFeHWW29Famoqli9fDk9Pz0EJIt3abG1tJXnMfn5+8PHxgaOjo0mpKGlC6OjoiMjISIO6cNOpNnS7X9203N3dfcielJ2dncjKykJQUBACAgK0LqNQKLB+/XoUFBTg/PnzOtXIZlyHSqWCXC7HokWLkJubi8LCQvj5+ZnU78OM6zCcM4MZZpgAPvnkE0yaNAm2trZISUnBX3/9NeDyBw8exOTJk2Fra4uoqCj89NNPGs9TFIVt27ZhwoQJsLOzw7x581BRUTGam2AUYDAYmDx5Ml566SVkZ2ejpKQE8+fPx4EDBxAaGoolS5Zg165daG5uhq77XjrrV6VSwcnJCVOmTIFcLkdWVhZ+//13XLt2DUKhUOfrjQVSqdRgCSFwPdUmPDwcM2fORGJiIuzs7FBZWYmLFy8iLy8Pzc3NkMvlOt+jq6sL2dnZmDRpkk5CqFQqsWnTJuTk5OCXX34xE8IhgslkwsbGBtOnT0d3dze5gTLDNGFYZwczzDBi/PDDD3jyySexfft25OTkICYmBgsXLgSXy9W6/B9//IHVq1fj4YcfRm5uLtLS0pCWloaioiKyzM6dO/Hhhx9i165duHLlChwcHLBw4UINBeDNDgaDgZCQEDz77LP4888/UVlZidTUVBw6dAhTpkzB/Pnz8dFHH6G+vl6D4IlEIjz00EMQiURISEiAr68voqKiMHv2bEyePBkymQy5ubn47bffUFZWBoFAYHQEUSqVIjs7G46OjuPeMh4KGAwGnJycEBISghkzZiAlJQVOTk6or6/HxYsXkZOTg8bGRkilUvIamhBOnDgRgYGBWt9XpVLh8ccfx6VLl/DLL7/oVCPrA8O5Mdy/fz8YDIbGv76zrON9Y0gf8wEBAVAoFLh69eqYfbYZYw9z+9gMM/SElJQUJCUlkUFslUoFf39/bN68Gc8991y/5e+++26IxWIcP36cPDZt2jTExsZi165doCgKPj4+eOqpp7BlyxYAvUP0bDYb+/fvx6pVq8Zmw4wUFEWhubkZmZmZyMzMxO+//47Y2FikpaXhtttuwyOPPAJLS0ucOHFCZ3SdSqWCQCAgrU0GgwFPT0+w2Wy4uroaNMmiCaGTkxMiIyONvrojkUjI90BbDrm4uKCpqQl+fn4ICQnR+jqVSoWnn34aJ0+exPnz53USR33ghx9+wJo1a7Br1y6kpKTg/fffx8GDB1FeXq41SWX//v34z3/+g/LycvIYg8HQqGLu2LEDb7zxBr766isEBgZi69atKCwsRElJyZiKoSorKxEWFoYNGzbgs88+G7PPNWNsYbhnNDPMMCLQqs558+aRx5hMJubNm4fLly9rfc3ly5c1lgd6w+fp5WtqatDa2qqxjLOzM1JSUnS+pxnXwWAw4Ovri82bN+PcuXNobGzEv/71L/zyyy+YO3cuenp6sHjxYrS2tuqsANIZwBEREbj11luJyXNRURF+/fVXFBcXg8fjQaVSjfHWDQxTI4QAYGdnh4CAACQlJWHWrFlwc3NDXV0dEQ/V1NSgq6tL4zUqlQovvPACjh07hl9++WVUCSEAvPvuu1i3bh0efPBBREREYNeuXbC3t8fevXt1vobBYMDb25v8UyeEFEXh/fffx0svvYTU1FRER0fj66+/RnNzMw4fPjyq29IXFEXB1dUVK1asGNPPNWNsYSaFZpihB/D5fCiVyn5zSmw2G62trVpf09raOuDy9H+H855maAddfbnzzjvR0dGB2bNn46mnnkJeXh6mTZuGlJQUvPbaayguLtZJ8JhMJtzc3DB58mTceuutiI2NhaWlJcrKynDx4kUUFhaCy+VCqVSO8dZpgp4hNCVC2BcqlQrNzc3w9/fH7NmzERAQgI6ODuzduxdTpkzB448/jt9//x3//e9/cfDgQZw9e1ZnJVFfGMmNIdDb/g4ICIC/vz9SU1NRXFxMnjOkG8PQ0FAUFRVh8eLFBncTZIb+MDRZlxlmGCHM9ghmqIPL5WLevHkICwvDt99+C2tra6xfvx4dHR04duwYMjIy8P7778PPzw+pqalYuXIloqOjtR5DDAYDLi4ucHFxQVhYGEQiEbhcLq5duwaZTAYPDw94eXnBw8NjyOpZfaCnpwfZ2dlwcXFBRESESRJCiUSCrKwseHp6IiwsDAwGAz4+PvDx8cGkSZPg6OiIw4cPIzU1FSqVCqtXr0ZbW9uonw8GujEsKyvT+prw8HDs3bsX0dHR6OjowNtvv41bbrkFxcXF8PPzM7gbQzoq0HxeNV2Yv1kzTBZjeeLy8PCAhYUFOByOxuMcDgfe3t5aX+Pt7T3g8vR/h/OeZmiHSCTC7NmzERUVhe+//55ktdLk7v7778fhw4fB4XDwyiuvoLa2FgsXLkRUVBReeOEFXL16VWd1hMFgwNnZGaGhoZgxYwaSkpJgb2+P6upqop5taWkZUD2rD9wMhJDeRg8PD4SHh/fbRhcXFzzwwAOYNWsWHB0d8dZbb4HJZGL58uXw8/PDo48+irNnz476dzFUTJ8+HWvWrEFsbCxmz56NzMxMeHp6Yvfu3eO9ambcpDCTQjNMElu3bsW77747Zipda2trJCQk4OzZs+QxlUqFs2fPYvr06VpfM336dI3lAeDMmTNk+cDAQHh7e2ssIxKJcOXKFZ3vaYZ2ODo64pVXXsHXX389YOXO0dERq1atwsGDB9Ha2oq3334bPB4PqampiIiIwDPPPIM//vhDZ4uYwWDA0dHx/9u7/7ga7/6B469zjoo0SlTClEV35kdEKUO2JjREG3bfhLV5zNZYDZvNsuGeuZmZZTe3H8tmm5+xe2MNrYzN9EUhhDa/9YNUdEanzrm+f7jPNWeVH6Oo3s/Ho8fDufpc1/lcdXLe5/P5vN8fPDw8CAgIULNnT548yfbt20lNTeXcuXMYDIZ7en+1ISA0r5N0cHDgb3/7W7n3qCgKCxYsYP78+WzevJnx48ezfPlycnJyWLlyJVqtlpEjRzJt2rR73r+/8sHwz6ysrOjUqROZmZmAfDAUVU+CQlEjNWnShIkTJ7Ju3bqbtruXa2Oio6NZsmQJK1as4MiRI4wbNw69Xs+YMWMACA8PZ8qUKWr7CRMmkJCQwAcffEBGRgbvvPMOe/bsITIyErgeYLz66qvMnDmT//73vxw8eJDw8HBcXV0JDQ29Z/2uDTQaDc8880yZHRhupn79+oSFhfHFF1+QlZVFbGwsRUVFDB06FE9PT6Kioti+fTulpaUVXsPOzo5WrVrh7+9PQEAA9vb2nD17lh9//JG9e/eWKa/yV1y7do09e/bUioCwYcOGFd6joigsWrSI2bNns3nzZrp06aJ+r06dOjz++OPExsZy9uxZ3nrrrXvex7/ywfDPjEYjBw8eVKdp5YOhqGqyplDUSI8//jharZYtW7YwYsSIcrdkgns7xTxs2DAuXLhATEwM2dnZeHt7k5CQoK4HOn36tMXzBQQE8OWXXzJ16lTefPNNWrduzcaNG2nXrp3aZvLkyej1esaOHUtBQQGPPfYYCQkJNXJf3gdZvXr1GDhwIAMHDsRgMJCUlMS6desIDw9Ho9EQEhLC4MGD6dmzpzo1/We2tra4u7vj7u6ullc5f/48GRkZNGzYEGdnZ5ycnO7od2sOCBs1aoSXl1eNDAgNBgP79u1Ti29XFBAuX76c6dOns2nTJrp161bh9bRarcWe1/dSdHQ0o0aNokuXLvj6+jJ//vwyHwybNWvGrFmzAJg+fTrdunXDw8ODgoIC5syZw6lTp3j++ecByw+GrVu3VkvSyAdDUVmkTqGoccybuD/22GOcOHGCvXv34uLiopYd0Wg0HDp0iIULF+Li4kJkZCSNGjW6z70W1VFpaSk//vgja9euZePGjRQXFxMSEqLWQrydAO/atWtq/b2CggIaNGiAk5MTzs7O1KtX76bn1fSAsKSkhL1792Jra1th8W1FUfj888+ZNGkS33zzDYGBgVXf0RvExsYyZ84c9YPhggUL8PPzAyAwMBA3Nzfi4uIAiIqKIj4+nuzsbBwcHPDx8WHmzJl06tRJvZ6iKEybNo3//Oc/6gfDTz75hDZt2tyP2xM1nASFosaaOnUqs2fPZvv27QQEBKjZhz/88APR0dEcOHCAAQMG8N577/Hoo4/e7+6Kas5oNPLTTz+xbt06Nm7cSGFhIf369SM0NJSgoCBsbW1veQ2DwaAGiJcuXcLOzk4dQbxxdOvq1avs3bu3VgSE9erVU+tD/pmiKKxatYoJEyawYcMGnnzyyfvQUyFqDgkKRY1jHincvn07vXv3ZtKkScyePZuioiK++uorIiMjqVOnDgsXLmT06NE3vZY5kNTr9ZU25SRqHpPJxO7du9UAMScnh+DgYEJDQwkODsbOzu6W1zAXZc7JySEvL4/69evj5OSEvb09R44cwdHRscKEi+qutLSUffv2YWVlRceOHStc5rF+/XrGjRvHmjVr6N+/fxX3UoiaR4JCUSOZTCb0ej2dO3fG3d2dTz75hNjYWBYsWEDXrl2ZNm0a/fv3v+3aZWPGjGHbtm1s2LDBYgG7ELdiMpnYt28f69evJz4+njNnzhAUFMSgQYPo378/DRo0uGVgV1JSwsWLF8nKyiIvL486derQvHlznJ2deeihh2pUYGgOCOvUqYO3t3eFf5///e9/iYiI4Msvv2TQoEFV3EshaibJPhY1klar5aGHHqJr16783//9H0888QQLFizg73//u8Wowq0CwsuXL/Pyyy/z2WefMWXKFLy9vaug95Vv4cKFuLm5UbduXfz8/EhJSamw7ZIlS+jRowcODg44ODgQFBRUpv3o0aPRaDQWX3379q3s26gWtFotXbp0YdasWWRkZLB79268vb358MMPcXd355lnnuGzzz7j0qVLFW63Z2Vlhb29PXq9nmbNmuHl5aUWcf7pp584duwYhYWFFZ5fXRiNRlJTU9HpdDcdIdy8eTMRERGsWLFCAkIh7iEJCkWNZK4jN2TIEAoLC7l27RrTp09n5cqVtGzZ8qbnmt9YFUXhvffeY/Hixbzxxhu89NJLVbo7RWVZvXo10dHRTJs2jX379tGxY0eCg4PJzc0tt31ycjLPPvssSUlJ7Nq1ixYtWtCnTx/OnTtn0a5v375kZWWpX1999VVV3E61otFoaN++PdOnT+fgwYOkpqbi7+/P4sWLadWqFYMGDWL58uVcuHDBIsA7evQozz33HA4ODnh5eeHi4kKHDh3o1asXbdq0UTN0d+7cydGjR8nPz692AaLRaCQtLQ2NRoO3t3eF5YO2bdvG6NGjWbp0KU8//XQV91KImk2mj0WNVFpaSp06dXjttdf48MMPmTt3LtHR0cAfaw5v5eOPP2bixIlEREQwbdo0nJ2dLaabKypz86Dz8/Oja9euxMbGAtenN1u0aMErr7zCG2+8ccvzjUYjDg4OxMbGEh4eDlwfKSwoKGDjxo2V2fUaS1EUfv31V9atW0d8fDypqakEBAQQGhpK+/bt+cc//kHv3r1ZunRphaNnJpOJS5cukZOTw4ULF9BoNGoWs729/QO9NZnRaGT//v0YjUY6depU4Yev7du3M3ToUPW1V5OmzYV4EEhQKGq0Zs2akZ2dTUZGBq1bt75lIGcOGE+dOkX37t25du0ax44du2XJGpPJpE6bPsgMBgO2trasW7fOos7ZqFGjKCgo4Ouvv77lNa5cuYKTkxNr167lqaeeAq4HhRs3bsTa2hoHBwcef/xxZs6ciaOjY2XdSo2lKAqnTp1i/fr1fPXVV6Snp9OhQwfCwsIIDQ2lefPmt3ydmUwm8vPz1UxmRVFo0qQJzs7ONGrU6IEKEE0mE/v376ekpITOnTtXGBD+9NNPhIWF8cEHH/D8888/8H9rQlRHD87/DELcI+ZdSvbt20dWVhbdu3endevWALcc2TO/0cTGxnL+/HmioqJo1KgRRqNRnY67fPkyr732GgsXLlTP02q1aDQaFEV5oKftLl68iNFoVAtqmzk7O5OdnX1b13j99ddxdXUlKChIPda3b18+++wzEhMT1TJA/fr1q3A7OFExjUaDm5sbgwcPJjc3lxEjRvCPf/yD7777jnbt2tG7d2/mz5/PiRMnKnytabVaHB0d8fLyomfPnnTs2BGdTsfhw4fZvn076enp5Obm3vffj8lk4sCBAxgMhpuOEO7evZunn36aWbNmSUAoRCWq/gukhPgT8xSveU3bwIEDgduf7j137hxr1qzBw8NDXbNkDvg0Gg0HDhxg+fLluLi4EBwczObNm1EUhdDQ0DLrFW8smF0TvP/++6xatYrk5GSLwszDhw9X/92+fXs6dOjAI488QnJyMk888cT96Gq19uuvv9K7d2/CwsKYN28eGo2G8ePHk5OTw8aNG1m/fj3vvPMOjz76KIMGDSI0NJTWrVuX+zrTaDRqkpCnpyeFhYXk5uZy7NgxDAYDjRs3xtnZWd27t6qYTCYOHjzItWvX8PHxwcrKqtx2e/fuZciQIbz77ru89NJLNeZvSYgHkYwUihrHPNqwYcMGtFotISEhwO0HZjt37uTMmTP0798fT09P4I+RQICff/4ZnU7HlStXGDx4MB999BEzZ87E3d2d6dOnc/XqVfVaN04p3+9RGUB948/JybE4npOTg4uLy03PnTt3Lu+//z5btmyhQ4cON23bqlUrGjduTGZm5l33ubY5d+4cvXv35umnn1YDQrj+WnJxceHFF19ky5YtZGVlERkZSUpKCn5+fnTr1o1//vOfHD58uMIRRI1Gg729PW3atKF79+506dIFW1tbMjMzSU5OZv/+/WRlZd10P+d7wWQykZ6ezu+//07nzp0rDAj379/PoEGDmDJlChMmTJCAUIhKJkGhqJEOHTrEb7/9hoeHB15eXsCty8+Y30i3b9+ORqNR9081T0drNBr0ej27d+8mPz+fNm3a8O2337J582bi4uLo0KED06dP59ixYwCkpaWxcuVKjhw5Atx66roqWFtb4+PjQ2JionrMZDKRmJiIv79/hef961//YsaMGSQkJNxWncazZ8+Sl5dH06ZN70m/axNnZ2fee+89PvjggwqDII1Gg6OjIxEREWzatImcnBwmTZpEeno6PXr0oHPnzrzzzjvs379fff2Wd40GDRrg4eFBQEAAfn5+2NnZcfLkSZKTk0lNTeX8+fOUlJTc0/tTFIXDhw9TVFSEj49PhXtFHzp0iAEDBhAVFcWkSZMkIBSiCkiiiahxzNO83377LQBPPfWUmo18O+d16NCBixcvkpiYiJeXl7pOUKvVkpKSQlhYGE2bNmXNmjW4ubmp52/bto0+ffowceJEDh06xIEDB9BqtZw5cwZ/f3+WLFlC27ZtyzxvaWkpOp2uyt70Vq9ezahRo1i8eDG+vr7Mnz+fNWvWkJGRgbOzM+Hh4TRr1oxZs2YBMHv2bGJiYvjyyy/p3r27eh07Ozvs7OwoKiri3XffJSwsDBcXF3799VcmT57MlStXOHjwIDY2NlVyX+K6y5cvs2nTJtavX09CQgJOTk7qFLOPj89tJZno9Xpyc3PJycmhqKiIRo0a4eTkhJOTU4VB3O0wB4QFBQV06dKlwtdGRkYG/fr144UXXmDGjBkSEApRRSQoFOIG+fn5eHh44OrqysGDB9Xj5oDxo48+IioqyqLETXFxMTY2Nnz99dcMHjwYe3t7Ro4cyejRo7lw4QLffvutWkJj+fLlN31TNhqNaDSaSs8OjY2NZc6cOWRnZ+Pt7c2CBQvw8/MDIDAwEDc3N+Li4gBwc3Pj1KlTZa4xbdo03nnnHa5evUpoaCipqakUFBTg6upKnz59mDFjRpmEFlG19Ho93333HfHx8WzatAl7e3sGDhzIoEGD8PPzu63R66tXr5KTk0Nubi6XL1/G3t4eZ2dnmjRpYrGu9FYUReHIkSPk5+fj4+NT4bnHjx+nX79+jBgxgvfff/+BypQWoqaToFDUWLe7hd2NDh8+zJNPPkmnTp349ttvLZJTrl69yqhRo4iPj+fIkSNqRrP5eaZMmcLs2bN5//33GT9+vPqmp9fr6du3L6dPn+bQoUPY2tqi1WopLCxk6NChPProo8ybN69MX263nqIQt+Pq1ats3bqV9evX880331C3bl0GDBjA4MGDCQgIuK3C7NeuXVNHEAsLC2nYsKE6glivXr0Kz1MUhYyMDPLy8ujSpUuFAeGJEyfo27cvQ4YM4cMPP5SAUIgqJn9xosa60zcURVF4+OGHqVOnDg8//DCKoqDT6dQ1WYcOHeKXX36hW7duakBofp7i4mJ27NgBXN8nuW7duphMJoqLi6lfvz716tWjuLiYzMxMtV+7du1i27ZtJCQkcPz4cSIjIxk/fjw7d+4ELBNjFEWpcG2YfK4Tt6NevXoMHDiQFStWkJ2dzbJlyzAajYwcORIPDw8iIyNJTEy86RrCunXr8vDDD9O1a1d69OiBi4sLFy9e5KeffmL37t2cPHmS33//3eIcRVE4duwYFy9evOkI4enTpwkJCeGpp56q9IDwTrZ5DAwMLLOFo0ajURPYQLZ5FDWHBIVC/I9Go8HGxobS0lIuXLhQJghLSUnh7NmzFnutmjOK9+zZw549e+jVqxdNmjTBaDSi1WrV6x04cABHR0c8PDzUc7dt24a1tTV5eXmEh4ezc+dONm3aRM+ePXn99dcpLi626Jv5TbKi4HDixIlMnTqVa9eu3bOfiaiZrK2t6devH0uXLlW3JLS2tmbs2LG0atWKF198kYSEBIvX4J/Z2NjQokULfHx86NmzJ82bN+fSpUv8/PPP7Nq1i99++40rV65w/PhxcnJy8PHxqXA08fz584SEhBAUFMTChQsrNSC8020e4+PjLbZvTE9PR6fT8cwzz1i0k20eRU0gQaEQNzAajbRr1478/Hx0Op0a3BUXF7Nlyxa0Wi0DBgxQ25tH8xITEzEYDIwYMQK4PjpiDhiTkpLIzc2lffv22NnZAdenlHfs2IHBYGDIkCEkJSWRmJjIF198ga+vL3PmzCEzM5PLly/z3XffqZm/UHYE1NyHli1bMnfuXAwGQ+X+kESNUqdOHZ544gkWLVrE2bNniY+Pp2HDhkyYMAF3d3ciIiL45ptvLEot/Zm1tTXNmjWjc+fO9OrVi5YtW1JYWMgvv/zC6dOn1Q9K5Y1qZ2dnExISQvfu3Vm8eHGlTxnPmzePF154gTFjxtC2bVsWLVqEra0ty5cvL7d9o0aNcHFxUb+2bt2Kra1tmaDQxsbGop2Dg0Ol3ocQlUGCQiH+R1EU6tatS7Nmzbh48aIaGAIUFBSg1+vx9PRUaxfC9QCtpKSEpKQkAMLCwgDL8jPmreNuDCZTUlLYt28fPXv25JNPPqFu3bo4OjrSrVs33nzzTQD+/e9/06NHD1588UW++OIL+vfvT9u2bS0SYOCPkcMWLVqg1WpJS0u7xz+Z++dOpvni4uLKTOH9eapSURRiYmJo2rQp9erVIygoiOPHj1f2bVQbOp2OXr168fHHH3Pq1Ck2b95M06ZNmTJlCm5uboSHh7N+/XqKiooqvIaVlRWurq40aNAAa2trPDw8KCkpISUlhR07dvDaa6/x448/YjKZuHDhAgMGDKBz584sX7680ss2GQwG9u7da7Ebj1arJSgoiF27dt3WNZYtW8bw4cOpX7++xfHk5GScnJzw9PRk3Lhx5OXl3dO+C1EVJCgU4n/MI26jR4+mS5cuFmv6nJ2d2bp1K7t27SpTjDolJYWUlBR69OiBvb29ug+yTqdDURS2bt2Ko6OjxRqjxMREjEYjzz33HBqNBpPJpI7wmQsHb9iwgRdeeIHU1FS++OILpk6dSkZGBjNmzLDot3lkRVEUiouLOXPmDFDxNHN1cafTfAANGjSwmML7c9b0v/71LxYsWMCiRYvYvXs39evXJzg4WKbcy6HVagkICGDevHlkZmbyww8/4OHhwYwZM3Bzc+PZZ59l1apVFBYWljl3zpw5HDx4EB8fH9zc3OjQoQOBgYE0bdqUEydOMGTIEB555BH69OlDkyZNiIuLu61El7t1t9s8pqSkkJ6ezvPPP29xXLZ5FDWGIoQoQ6/XWzw2Go2KyWQqt+2yZcsUjUajzJkzR1EURSkpKVGMRqOiKIqSnJysaDQaZfDgwWr733//XfH391c0Go3F85jPiYiIUDQajRIXF2fxPFeuXFG6deumeHh4KCUlJWX6k5qaqmg0GmXlypV/8a4fLL6+vsrLL7+sPjYajYqrq6sya9asctt/+umnSsOGDSu8nslkUlxcXNTfk6IoSkFBgWJjY6N89dVX96zfNZ3RaFTS0tKUqVOnKm3btlVsbGyUfv36KYsWLVLOnDmjREdHKw899JCSlJSk6PX6cr8yMzOVxx57THnkkUcUBwcHxdXVVYmMjFSSkpKU0tLSSuv7uXPnFED5+eefLY5PmjRJ8fX1veX5Y8eOVdq3b3/Ldr/++qsCKNu2bfvLfRXifpCRQiHKYWtra/H4xm3u/uy5557j/PnzREZGAqgjhAAbN24EYPDgwWr7PXv2sHfvXnr37o2tra06mmCeiv7hhx9o3LgxoaGhAOooop2dHVZWVlhZWZGZman2xzwiePHiRYByawpWN391mq+oqIiWLVvSokULBg0axKFDh9TvnThxguzsbItrNmzYED8/v9ueOhTXfw8dO3ZkxowZpKens2/fPrp168aiRYvw9PRk8eLFjB8/Hnd393LXEF6+fJlnn30WOzs70tPTycnJ4dNPP8VgMDB06FBcXV2ZPHlypfT9brZ51Ov1rFq1ioiIiFs+j2zzKKorCQqFuEsmkwkXFxd1dwbz1DGg7qry5JNPqu2TkpIoKSlh5MiR6rEbk1JOnjxJUFAQDRs2VGsgWltbq+uyXFxcaN68eZl+pKenA9ff+Mz9qq7+yjSfp6cny5cv5+uvv2blypWYTCYCAgI4e/YsgHreX506FGVpNBratm1LTEwMERER6HQ6Ro0axZYtW/Dw8CAkJIT//Oc/ZGdnoygKRUVFhIWF0aBBA+Lj46lbty5WVlb06dOHxYsXk5WVxerVq2nXrl2l9PevbvMIsHbtWoqLi9VkspuRbR5FdVX5iziEqOHMa/rKG0k0l6oxj0IYDAbi4+MBGDJkCICa5Qx/jCwOHDgQ+COLWafT8f3332MwGOjYsSN2dnZqcWvz8588eRJATYSpbYV//f39Ld7YAwIC8PLyYvHixWXWYYp7a8mSJbz11lt8//33+Pv7oygKp06dYv369axdu5aJEyfi6+tLbm4urq6ubNy4sdzyNDqdjsDAwErta3R0NKNGjaJLly7qNo96vZ4xY8YAlNnm0WzZsmWEhobi6OhocbyibR49PDwIDg6u1HsR4l6rXe8aQlQhRVFo2LAhTzzxhHrs8uXLtGzZkh49etCgQQM1GDQXyd62bRuNGzemT58+wPXAzjwFt3LlSgD1eiaTSf1eTk4OGRkZNGnSpNxRxOrmbqb5zKysrOjUqZM6hWc+726uKcqKi4sjOjqaTZs2qUG5RqPBzc2N1157jZ07d3Ly5En69OlDaWkp33zzjVqa6X4YNmwYc+fOJSYmBm9vb9LS0khISFBHkE+fPk1WVpbFOUePHmXnzp3lTh3rdDoOHDjAwIEDadOmDREREfj4+LBjxw7Z91tUP/dtNaMQtZg5qcRoNKr/TkhIUDQajTJ06FCLNma2trZKu3btlLy8PEVRridOmJNNtm3bpri6uirBwcFKTk5OVd1GpfL19VUiIyPVx0ajUWnWrFmFiSZ/Vlpaqnh6eipRUVGKovyRaDJ37ly1TWFhoSSa3KV58+YpSUlJ97sbQoh7QKaPhahC5tE985rDG6d4z58/D/wxEqjcMHW8ZcsWrl69Sq9evWjUqFGZfZETExPJysrirbfeolGjRlV4R5XnTqf5pk+fTrdu3fDw8KCgoIA5c+Zw6tQptXyIRqPh1VdfZebMmbRu3Rp3d3fefvttXF1d1aQeceeioqLudxeEEPeIBIVCVKGbrfMbM2YMY8aMUfee1Wq16vRyXFwcgDqtbK6FqNVqOXr0KKtXr8bFxYWnnnqqSuq9VYVhw4Zx4cIFYmJiyM7Oxtvbu8w0340/z/z8fF544QWys7NxcHDAx8eHn3/+mbZt26ptJk+ejF6vZ+zYsRQUFPDYY4+RkJBQ4X68QghRm2gUpZyaAUKIKmceFSxP8+bNKS4uJj09HWdnZzUrGWDChAl8/PHHvPvuu7z99ttlRhGFEEKI2yFBoRDVxPHjx2ndurVF0Ld161aGDBmCn58fn3/+uZTAEEII8ZdJUCjEA+7GUcEbA8L09HSGDx9OYWEhW7ZswcvL6352UwghRDUnJWmEeMCVtw7x4MGDjB49mitXrjB//ny8vLyqdbFqIYQQ958EhUJUI+ZRwi+//BKj0ciGDRsICwsDal+x6gfNwoULcXNzo27duvj5+ZGSklJh28DAQDQaTZmvkJAQtc3o0aPLfL9v375VcStCiFpKpo+FqIby8/MxGAw4OztLYskDYPXq1YSHh7No0SL8/PyYP38+a9eu5ejRozg5OZVpf+nSJQwGg/o4Ly+Pjh07snTpUkaPHg1cDwrN+wKb2djY4ODgUOn3I4SonSQoFEKIu+Tn50fXrl2JjY0Frq8DbdGiBa+88gpvvPHGLc+fP38+MTExZGVlUb9+feB6UFhQUKBufSiEEJVN5puEEOIuGAwG9u7dS1BQkHpMq9USFBTErl27busay5YtY/jw4WpAaJacnIyTkxOenp6MGzeOvLy8e9p3IYS4kQSFQghxFy5evIjRaFSLaps5OzuTnZ19y/NTUlJIT09Xd14x69u3L5999hmJiYnMnj2b7du3069fP7WguRBC3Gs1Y+sDIYSoppYtW0b79u3x9fW1OD58+HD13+3bt6dDhw488sgjJCcnq1shCiHEvSQjhUIIcRcaN26MTqcjJyfH4nhOTg4uLi43PVev17Nq1SoiIiJu+TytWrWicePGZGZm3lV/hRCiIhIUCiHEXbC2tsbHx4fExET1mMlkIjExEX9//5ueu3btWoqLixkxYsQtn+fs2bPk5eXJrjVCiEojQaEQQtyl6OholixZwooVKzhy5Ajjxo1Dr9czZswYAMLDw5kyZUqZ85YtW0ZoaCiOjo4Wx4uKipg0aRK//PILJ0+eJDExkUGDBuHh4UFwcHCV3NP98uOPPzJgwABcXV3RaDS3lX2dnJxM586dsbGxwcPDg7i4uDJt7qSOpBC1lQSFQghxl4YNG8bcuXOJiYnB29ubtLQ0EhIS1OST06dPk5WVZXHO0aNH2blzZ7lTxzqdjgMHDjBw4EDatGlDREQEPj4+7NixAxsbmyq5p/tFr9fTsWNHFi5ceFvtT5w4QUhICL179yYtLY1XX32V559/nu+//15ts3r1aqKjo5k2bRr79u2jY8eOBAcHk5ubW1m3IUS1JHUKhRBCPJA0Gg0bNmwgNDS0wjavv/46mzZtIj09XT02fPhwCgoKSEhIAO6+jqQQtYWMFAohhKi2du3aZVEjEiA4OFitEXkv6kgKUVtIUCiEEKLays7OLrdG5OXLl7l69epd15EUojaRoFAIIYQQQkhQKIQQtUlNy+51cXEpt0ZkgwYNqFev3l3VkRSitpGgUAghapGalt3r7+9vUSMSYOvWrWqNyLupIylEraMIIYSolQBlw4YNN20zefJk5dFHH7U4NmzYMCU4OFh97Ovrq7z88svqY6PRqLi6uiqzZs264z5duXJFSU1NVVJTUxVAmTdvnpKamqqcOnVKURRFeeONN5SRI0eq7X/77TfF1tZWmTRpknLkyBFl4cKFik6nUxISEtQ2q1atUmxsbJS4uDjl8OHDytixYxV7e3slOzv7jvsnRE0mex8LIYSoUEXZva+++irwR3bvjcW57ya7d8+ePfTu3Vt9HB0dDcCoUaOIi4sjKyuL06dPq993d3dn06ZNREVF8dFHH9G8eXOWLl1qUeR72LBhXLhwgZiYGLKzs/H29raoIymEuE6CQiGEEBW6VXZvfn5+hdm9GRkZd/x8gYGBKDcpn1veesbAwEBSU1Nvet3IyEgiIyPvuD9C1CayplAIIYQQQshIoRBCiIrdKrtXp9NJdq8QNYSMFAohhKiQZPcKUXtIUCiEELVIUVERaWlppKWlAddLzqSlpanJG1OmTCE8PFxt/+KLL/Lbb78xefJkMjIy+OSTT1izZg1RUVFqm+joaJYsWcKKFSs4cuQI48aNQ6/XM2bMmCq9NyHE3ZHpYyGEqEUku1cIURGNcrM0LyGEEEIIUSvI9LEQQgghhJCgUAghhBBCSFAohBBCCCGQoFAIIYQQQiBBoRBCCCGEQIJCIYQQQgiBBIVCCCGEEAIJCoUQQgghBBIUCiGEEEIIJCgUQgghhBBIUCiEEEIIIZCgUAghhBBCIEGhEEIIIYRAgkIhhBBCCIEEhUIIIYQQAgkKhRBCCCEE8P+OsluFGiAsHAAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 800x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Create a Cartesian grid\n",
    "L = 1 * u.mm\n",
    "grid = CartesianGrid(-L, L, num=100)\n",
    "\n",
    "# Create a spherical potential with a Gaussian radial distribution\n",
    "radius = np.linalg.norm(grid.grid, axis=3)\n",
    "arg = (radius / (L / 3)).to(u.dimensionless_unscaled)\n",
    "potential = 6e5 * np.exp(-(arg**2)) * u.V\n",
    "\n",
    "# Calculate E from the potential\n",
    "Ex, Ey, Ez = np.gradient(potential, grid.dax0, grid.dax1, grid.dax2)\n",
    "mask = radius < L / 2\n",
    "Ex = -np.where(mask, Ex, 0)\n",
    "Ey = -np.where(mask, Ey, 0)\n",
    "Ez = -np.where(mask, Ez, 0)\n",
    "\n",
    "# Add those quantities to the grid\n",
    "grid.add_quantities(E_x=Ex, E_y=Ey, E_z=Ez, phi=potential)\n",
    "\n",
    "\n",
    "# Plot the E-field\n",
    "fig = plt.figure(figsize=(8, 8))\n",
    "ax = fig.add_subplot(111, projection=\"3d\")\n",
    "ax.view_init(30, 30)\n",
    "\n",
    "# skip some points to make the vector plot intelligible\n",
    "s = tuple([slice(None, None, 6)] * 3)\n",
    "\n",
    "ax.quiver(\n",
    "    grid.pts0[s].to(u.mm).value,\n",
    "    grid.pts1[s].to(u.mm).value,\n",
    "    grid.pts2[s].to(u.mm).value,\n",
    "    grid[\"E_x\"][s],\n",
    "    grid[\"E_y\"][s],\n",
    "    grid[\"E_z\"][s],\n",
    "    length=5e-7,\n",
    ")\n",
    "\n",
    "ax.set_xlabel(\"X (mm)\", fontsize=14)\n",
    "ax.set_ylabel(\"Y (mm)\", fontsize=14)\n",
    "ax.set_zlabel(\"Z (mm)\", fontsize=14)\n",
    "ax.set_xlim(-1, 1)\n",
    "ax.set_ylim(-1, 1)\n",
    "ax.set_zlim(-1, 1)\n",
    "ax.set_title(\"Gaussian Potential Electric Field\", fontsize=14);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We will then create the synthetic radiograph object. The warning filter ignores a warning that arises because $B_x$, $B_y$, $B_z$ are not provided in the grid (they will be assumed to be zero)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "with warnings.catch_warnings():\n",
    "    warnings.simplefilter(\"ignore\")\n",
    "    sim = cpr.Tracker(grid, source, detector, verbose=False)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "[create_particles()]: ../../api/plasmapy.diagnostics.charged_particle_radiography.synthetic_radiography.Tracker.rst#plasmapy.diagnostics.charged_particle_radiography.synthetic_radiography.Tracker.create_particles\n",
    "\n",
    "[load_particles()]: ../../api/plasmapy.diagnostics.charged_particle_radiography.synthetic_radiography.Tracker.rst#plasmapy.diagnostics.charged_particle_radiography.synthetic_radiography.Tracker.load_particles\n",
    "\n",
    "Now, instead of using [create_particles()] to create the particle distribution, we will use the [load_particles()] function to use the particles we have created above."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "sim.load_particles(pos, vel, particle=particle)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now the particle radiograph simulation can be run as usual."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "sim.run();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {
    "nbsphinx-thumbnail": {
     "output-index": 0,
     "tooltip": "Proton Radiograph with source profile"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 800x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "size = np.array([[-1, 1], [-1, 1]]) * 1.5 * u.cm\n",
    "bins = [200, 200]\n",
    "hax, vax, intensity = cpr.synthetic_radiograph(sim, size=size, bins=bins)\n",
    "\n",
    "fig, ax = plt.subplots(figsize=(8, 8))\n",
    "plot = ax.pcolormesh(\n",
    "    hax.to(u.cm).value,\n",
    "    vax.to(u.cm).value,\n",
    "    intensity.T,\n",
    "    cmap=\"Blues_r\",\n",
    "    shading=\"auto\",\n",
    ")\n",
    "cb = fig.colorbar(plot)\n",
    "cb.ax.set_ylabel(\"Intensity\", fontsize=14)\n",
    "ax.set_aspect(\"equal\")\n",
    "ax.set_xlabel(\"X (cm), Image plane\", fontsize=14)\n",
    "ax.set_ylabel(\"Z (cm), Image plane\", fontsize=14)\n",
    "ax.set_title(\"Synthetic Proton Radiograph\", fontsize=14);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "[synthetic_radiograph()]: ../../api/plasmapy.diagnostics.charged_particle_radiography.synthetic_radiography.synthetic_radiograph.rst#plasmapy.diagnostics.charged_particle_radiography.synthetic_radiography.synthetic_radiograph\n",
    "\n",
    "Calling the [synthetic_radiograph()] function with the `ignore_grid` keyword will produce the synthetic radiograph corresponding to the source profile propagated freely through space (i.e. in the absence of any grid fields)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 800x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "hax, vax, intensity = cpr.synthetic_radiograph(\n",
    "    sim, size=size, bins=bins, ignore_grid=True\n",
    ")\n",
    "\n",
    "fig, ax = plt.subplots(figsize=(8, 8))\n",
    "plot = ax.pcolormesh(\n",
    "    hax.to(u.cm).value,\n",
    "    vax.to(u.cm).value,\n",
    "    intensity.T,\n",
    "    cmap=\"Blues_r\",\n",
    "    shading=\"auto\",\n",
    ")\n",
    "cb = fig.colorbar(plot)\n",
    "cb.ax.set_ylabel(\"Intensity\", fontsize=14)\n",
    "ax.set_aspect(\"equal\")\n",
    "ax.set_xlabel(\"X (cm), Image plane\", fontsize=14)\n",
    "ax.set_ylabel(\"Z (cm), Image plane\", fontsize=14)\n",
    "ax.set_title(\"Source Profile\", fontsize=14);"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(figsize=(6, 6))\n",
    "ax.plot(hax.to(u.cm).value, np.mean(intensity, axis=0))\n",
    "ax.set_xlabel(\"X (cm), Image plane\", fontsize=14)\n",
    "ax.set_ylabel(\"Mean intensity\", fontsize=14)\n",
    "ax.set_title(\"Mean source profile\", fontsize=14);"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "PlasmaPy",
   "language": "python",
   "name": "plasmapy"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.9"
  },
  "widgets": {
   "application/vnd.jupyter.widget-state+json": {
    "state": {},
    "version_major": 2,
    "version_minor": 0
   }
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
